Mundial de natación de Kazán 2015
Inés Molinero, Javier Villanueva, Salma Ghailan, Alonso González
2024-12-20
Introducción.
En este proyecto, se analizarán los resultados del mundial de natación de 2015 con el objetivo de identificar patrones en el desempeño de los nadadores por país y eventos. Se realizará un análisis exploratorio de datos y se utilizarán técnicas de reducción de dimensionalidad, aprendizaje no supervisado, aprendizaje supervisado, medidas de rendimiento, comparación de modelos y técnicas de Aprendizaje Máquina Explicable.
En primer lugar, veamos con qué datos vamos a tratar. El conjunto de datos consiste en los resultados del Campeonato Mundial de Natación Kazán del año 2015, con los correspondientes datos de cada nadador y prueba. Los datos han sido extraídos de Omega, la plataforma oficial de tiempos de la World Aquatics. El conjunto de datos contiene información sobre los nadadores (fecha de nacimiento, país, id), y sobre la prueba nadada (tiempo de reacción, parciales, tiempo total, estilo, serie).
Las variables o atributos que conforman el conjunto de datos son:
- athleteid: id del nadador
- lastname: Apellidos del nadador
- firstname: El nombre del nadador
- birthdate: Fecha de nacimiento del nadador
- gender: Género del nadador/a
- name: Nombre del país
- code: abreviatura del país.
- eventid: id de la prueba nadada (único)
- heat: Serie en la que nadaron
- lane: Calle en la que nadaron (0 a 9)
- points: puntos FINA que realizaron. (es una “estimación” entre el mejor tiempo o récord del mundo, y el tiempo realizado. )
- reactiontime: Tiempo de reacción en la salida.
- swimtime: tiempo tardado
- split: Parcial
- cumswimtime: Tiempo acumulado en el parcial
- splitdistance: Distancia del parcial
- daytime: hora a la que se nadó
- round: ronda (preliminar, semifinal, final)
- distance: distancia de la prueba
- relaycount: Número de relevista.
- stroke: Estilo de nado en el que se realizó la prueba.
- splitswimtime: Tiempo del parcial (50m)
Entender los datos.
Primeramente, vamos a leer los datos:
datos2015<-read.csv("datos/2015_FINA.csv", header=TRUE, sep = ',')Una vez nuestro programa los ha leído, vamos a averiguar el tamaño de los datos con los que vamos a tratar:
dim(datos2015)## [1] 11423 22Las dimensiones del dataframe son 11423 filas y 22 variables o columnas.
Veamos la primera ocurrencia:
head(datos2015,1)## athleteid lastname firstname birthdate gender name code eventid heat lane
## 1 100784 BORSHI NOEL 1996-02-13 F Albania ALB 1 1 4
## points reactiontime swimtime split cumswimtime splitdistance daytime round
## 1 680 0.77 63.65 1 29.63 50 930 PRE
## distance relaycount stroke splitswimtime
## 1 100 1 FLY 29.63Observamos Noel Borshi, nadadora albanesa nacida un 13 de febrero de 1996, que tiene como id el número (100784). Noel Borshi nadó la prueba 1 en la serie 1 y carril 4. Nadó el 100m Mariposa en la ronda preliminar con un tiempo final de 63.65 segundos y pasó por el primer parcial (50m) en 29.63 segundos.
Análisis exploratorio de datos.
Resumen de los datos.
A continuación, vamos a ver un resumen de los datos:
summary(datos2015)## athleteid lastname firstname birthdate
## Min. :100392 Length:11423 Length:11423 Length:11423
## 1st Qu.:101501 Class :character Class :character Class :character
## Median :103266 Mode :character Mode :character Mode :character
## Mean :106980
## 3rd Qu.:110718
## Max. :125573
##
## gender name code eventid
## Length:11423 Length:11423 Length:11423 Min. : 1.00
## Class :character Class :character Class :character 1st Qu.: 13.00
## Mode :character Mode :character Mode :character Median : 30.00
## Mean : 53.15
## 3rd Qu.: 39.00
## Max. :428.00
##
## heat lane points reactiontime
## Min. : 1.00 Min. :0.000 Min. : 52.0 Min. :0.4200
## 1st Qu.: 1.00 1st Qu.:2.000 1st Qu.: 783.0 1st Qu.:0.6800
## Median : 3.00 Median :4.000 Median : 853.0 Median :0.7200
## Mean : 3.08 Mean :4.485 Mean : 826.6 Mean :0.7205
## 3rd Qu.: 4.00 3rd Qu.:7.000 3rd Qu.: 902.0 3rd Qu.:0.7600
## Max. :12.00 Max. :9.000 Max. :1028.0 Max. :0.9700
## NA's :71 NA's :61
## swimtime split cumswimtime splitdistance
## Min. : 21.19 Min. : 1.000 Min. : 21.19 Min. : 50.0
## 1st Qu.: 114.10 1st Qu.: 1.000 1st Qu.: 49.45 1st Qu.: 50.0
## Median : 231.31 Median : 3.000 Median : 99.36 Median : 150.0
## Mean : 366.11 Mean : 6.296 Mean : 197.01 Mean : 314.8
## 3rd Qu.: 523.24 3rd Qu.: 8.000 3rd Qu.: 255.23 3rd Qu.: 400.0
## Max. :1137.27 Max. :30.000 Max. :1137.27 Max. :1500.0
## NA's :59 NA's :59
## daytime round distance relaycount
## Min. : 930 Length:11423 Min. : 50.0 Min. :1
## 1st Qu.:1000 Class :character 1st Qu.: 200.0 1st Qu.:1
## Median :1048 Mode :character Median : 400.0 Median :1
## Mean :1192 Mean : 580.5 Mean :1
## 3rd Qu.:1117 3rd Qu.: 800.0 3rd Qu.:1
## Max. :1943 Max. :1500.0 Max. :1
##
## stroke splitswimtime
## Length:11423 Min. : 21.19
## Class :character 1st Qu.: 29.10
## Mode :character Median : 30.82
## Mean : 31.02
## 3rd Qu.: 32.77
## Max. :101.02
## NA's :59De aquí, podemos observar que tenemos algunos valores nulos (NA’s), durante toda la competición, que como máximo hubo 12 series y como mínimo 1 y que la piscina disponía de 10 carriles numerados del 0 al 9. También observamos que se nadaron pruebas de 50 y hasta 1500 metros.
Tenemos variables categóricas las cuales se han tratado como continuas de partida. Por lo cual, usando la librería “dyplr”, vamos a convertirlas a variables categóricas en R para tener una mejor visualización de ellas.
datos2015<- datos2015 %>% convert_as_factor(gender,name,code,round,heat,lane,stroke, relaycount)Visualicemos ahora de nuevo el resumen:
summary(datos2015)## athleteid lastname firstname birthdate
## Min. :100392 Length:11423 Length:11423 Length:11423
## 1st Qu.:101501 Class :character Class :character Class :character
## Median :103266 Mode :character Mode :character Mode :character
## Mean :106980
## 3rd Qu.:110718
## Max. :125573
##
## gender name code eventid heat
## F:5236 United States: 755 USA : 755 Min. : 1.00 1 :3181
## M:6187 China : 507 CHN : 507 1st Qu.: 13.00 2 :2297
## Australia : 479 AUS : 479 Median : 30.00 3 :1838
## Great Britain: 462 GBR : 462 Mean : 53.15 4 :1561
## Germany : 411 GER : 411 3rd Qu.: 39.00 5 :1317
## Italy : 382 ITA : 382 Max. :428.00 6 : 439
## (Other) :8427 (Other):8427 (Other): 790
## lane points reactiontime swimtime
## 4 :1303 Min. : 52.0 Min. :0.4200 Min. : 21.19
## 6 :1269 1st Qu.: 783.0 1st Qu.:0.6800 1st Qu.: 114.10
## 5 :1247 Median : 853.0 Median :0.7200 Median : 231.31
## 2 :1246 Mean : 826.6 Mean :0.7205 Mean : 366.11
## 3 :1215 3rd Qu.: 902.0 3rd Qu.:0.7600 3rd Qu.: 523.24
## 7 :1202 Max. :1028.0 Max. :0.9700 Max. :1137.27
## (Other):3941 NA's :71 NA's :61 NA's :59
## split cumswimtime splitdistance daytime round
## Min. : 1.000 Min. : 21.19 Min. : 50.0 Min. : 930 FIN:1475
## 1st Qu.: 1.000 1st Qu.: 49.45 1st Qu.: 50.0 1st Qu.:1000 PRE:8904
## Median : 3.000 Median : 99.36 Median : 150.0 Median :1048 SEM:1022
## Mean : 6.296 Mean : 197.01 Mean : 314.8 Mean :1192 SOP: 4
## 3rd Qu.: 8.000 3rd Qu.: 255.23 3rd Qu.: 400.0 3rd Qu.:1117 SOS: 18
## Max. :30.000 Max. :1137.27 Max. :1500.0 Max. :1943
## NA's :59
## distance relaycount stroke splitswimtime
## Min. : 50.0 1:11423 BACK :1053 Min. : 21.19
## 1st Qu.: 200.0 BREAST:1205 1st Qu.: 29.10
## Median : 400.0 FLY :1095 Median : 30.82
## Mean : 580.5 FREE :6782 Mean : 31.02
## 3rd Qu.: 800.0 MEDLEY:1288 3rd Qu.: 32.77
## Max. :1500.0 Max. :101.02
## NA's :59Viendo este resumen de los datos podemos comenzar a entender algunas de las variables.
Observamos que las variables name y code toman absolutamente los mismos valores. Se trata del país de procedencia de cada nadador.
Vemos que hay 5 tipos de nado: braza, mariposa, crol, espalda y estilos individual.
No hemos guardado la distancia como una variable categórica, pero más adelante veremos que hay 6 distancias (50, 100, 200, 400, 800, 1500). Hay 5 tipos de ronda distintos.
El menor tiempo de reacción fue de 0.42 y el mayor de 0.97.
Viendo los datos, observamos que cada nadador tiene en una prueba concreta, tantas filas como parciales tenía en esa prueba, luego es obvio que para conocer mejor algunas variables, vamos a necesitar limpiar los datos para que los elementos repetidos no causen interferencia en nuestros datos.
A continuación, vamos a ir realizando estudios para tratar de comprender más a fondo algunas variables.
Variable Relaycount.
Si observamos el resumen de la variable relaycount:
summary(datos2015$relaycount)## 1
## 11423Observamos que sólo toma un único valor, 1. Esto se debe principalmente a que nuestro conjunto de datos consta de las pruebas individuales del mundial de Kazán 2015, luego como no hay relevos, todos los nadadores son el primer “relevista” en su prueba.
Luego, la eliminamos:
datos2015$relaycount <- NULLLuego ahora, tenemos 21 variables en vez de 22.
Valores NA. Datos faltantes.
Si volvemos a mirar nuestro resumen, observamos que hay valores faltantes. Vamos a tratar de identificarlos, intentar entender el por qué de esos datos faltantes, y razonar cuándo será conveniente eliminarlos o no de nuestro estudio.
Para ello, vamos a obtener primeramente un resumen de cuántos datos faltantes hay:
print(sum(is.na(datos2015)))## [1] 309Observamos que hay 309 valores faltantes.
Vamos a crear una dataframe donde se nos muestren dónde se encuentran los valores faltantes:
datosNA <- datos2015[rowSums(is.na(datos2015)) > 0, ]
dim(datosNA)## [1] 73 21Observamos que, de 11429 observaciones de mi dataframe original, en 73 de ellas, existe algún valor nulo. Es decir, un 0.63 % por ciento. Lo cual es un valor muy bajo.
En principio y sin estudiar nada más, podríamos considerar eliminar las filas que contengan datos faltantes ya que toman un valor muy pequeño con respecto al total. Aún así, vamos a ver dónde se suelen tomar más valores nulos e intentar explicar el por qué. Hacemos una dataframe adicional con los valores nulos de cada variable en porcentaje:
percent_na <- colSums(is.na(datosNA)) / nrow(datosNA) * 100
percent_na## athleteid lastname firstname birthdate gender
## 0.00000 0.00000 0.00000 0.00000 0.00000
## name code eventid heat lane
## 0.00000 0.00000 0.00000 0.00000 0.00000
## points reactiontime swimtime split cumswimtime
## 97.26027 83.56164 80.82192 0.00000 80.82192
## splitdistance daytime round distance stroke
## 0.00000 0.00000 0.00000 0.00000 0.00000
## splitswimtime
## 80.82192Observamos de manera bastante clara que los datos nulos tienen mucho que ver con el tiempo acumulado, los puntos finales, el tiempo de reacción, el tiempo final y el tiempo al paso por el parcial.
A continuación, vamos a intentar clasificar los nulos dependiendo qué falta:
Valores nulos en los que faltan todas las variables.
Visualicemos los datos donde faltan todas las variables dichas anteriormente:
todosNA<-datosNA[is.na(datosNA$points) & is.na(datosNA$reactiontime) & is.na(datosNA$swimtime) & is.na(datosNA$cumswimtime) & is.na(datosNA$splitswimtime), ]
dim(todosNA)## [1] 59 21Bien, en 59 de las 73 observaciones, faltan, tanto el tiempo de reacción, los puntos finales, el tiempo final, los parciales acumulados… Es decir, nadadores que posiblemente se dieron de baja en la prueba.
summary(todosNA)## athleteid lastname firstname birthdate
## Min. :100433 Length:59 Length:59 Length:59
## 1st Qu.:101576 Class :character Class :character Class :character
## Median :102889 Mode :character Mode :character Mode :character
## Mean :108266
## 3rd Qu.:115503
## Max. :122970
##
## gender name code eventid heat lane
## F:16 Cameroon: 6 CMR : 6 Min. : 1.00 1 :12 3 :14
## M:43 Hungary : 6 HUN : 6 1st Qu.: 18.50 2 :11 8 : 7
## Mexico : 5 MEX : 5 Median : 28.00 4 :10 9 : 7
## Brazil : 3 BRA : 3 Mean : 26.51 5 : 6 0 : 6
## Germany : 3 GER : 3 3rd Qu.: 34.00 3 : 5 4 : 6
## Estonia : 2 ESP : 2 Max. :138.00 7 : 3 1 : 5
## (Other) :34 (Other):34 (Other):12 (Other):14
## points reactiontime swimtime split cumswimtime
## Min. : NA Min. : NA Min. : NA Min. :1 Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.:1 1st Qu.: NA
## Median : NA Median : NA Median : NA Median :1 Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :1 Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.:1 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. :1 Max. : NA
## NA's :59 NA's :59 NA's :59 NA's :59
## splitdistance daytime round distance stroke
## Min. :50 Min. : 930.0 FIN: 1 Min. : 50.0 BACK : 7
## 1st Qu.:50 1st Qu.: 930.0 PRE:58 1st Qu.: 50.0 BREAST: 9
## Median :50 Median : 949.0 SEM: 0 Median : 100.0 FLY :11
## Mean :50 Mean : 997.2 SOP: 0 Mean : 228.8 FREE :24
## 3rd Qu.:50 3rd Qu.:1030.0 SOS: 0 3rd Qu.: 200.0 MEDLEY: 8
## Max. :50 Max. :1820.0 Max. :1500.0
##
## splitswimtime
## Min. : NA
## 1st Qu.: NA
## Median : NA
## Mean :NaN
## 3rd Qu.: NA
## Max. : NA
## NA's :59todosNA[todosNA$round=="FIN",]## athleteid lastname firstname birthdate gender name code eventid heat
## 2100 103297 SUN YANG 1991-12-01 M China CHN 138 1
## lane points reactiontime swimtime split cumswimtime splitdistance daytime
## 2100 3 NA NA NA 1 NA 50 1820
## round distance stroke splitswimtime
## 2100 FIN 1500 FREE NALa mayoría de nadadores causaron baja en la ronda preliminar, pero hay uno, el nadador chino Sun Yang, que causó baja en la final del 1500m libres masculino.
Haciendo una pequeña búsqueda en los resultados de la World Aquatics de los mundiales de 2015, observamos que Sun Yang produjo DNS (Did not Start).
todosNA[todosNA$firstname=="CESAR",]## athleteid lastname firstname birthdate gender name code eventid heat
## 1179 100523 CIELO FILHO CESAR 1987-01-10 M Brazil BRA 28 12
## lane points reactiontime swimtime split cumswimtime splitdistance daytime
## 1179 3 NA NA NA 1 NA 50 930
## round distance stroke splitswimtime
## 1179 PRE 50 FREE NATambién, buscando a César Cielo en el 50 libres de las preliminares, observamos que causó baja DNS. Para ponernos en contexto, Cesar Cielo es a dia de hoy, el poseedor del récord mundial del 50 libres, luego también resultaba raro que causase baja.
Luego todo parece indicar que estos nadadores fueron baja en esa prueba y por ello no sale ningún dato en esas variables. Vamos a optar por eliminarlos.
#Primero datosNA:
datosNA <- datosNA %>%
filter(!(is.na(datosNA$points) & is.na(datosNA$reactiontime) & is.na(datosNA$swimtime) & is.na(datosNA$cumswimtime) & is.na(datosNA$splitswimtime)))
#Ahora, los eliminamos de datos2015:
datos2015<-datos2015 %>%
filter(!(is.na(datos2015$points) & is.na(datos2015$reactiontime) & is.na(datos2015$swimtime) & is.na(datos2015$cumswimtime) & is.na(datos2015$splitswimtime)))Bien, ahora, tenemos solamente datos en los que falta alguna de las variables. Analizamos nuevamente para poder reclasificarlos:
datosNA## athleteid lastname firstname birthdate gender
## 1 110900 TREFFERS BEN 1991-08-15 M
## 2 121185 SEIBOU LARAIBA 2000-12-06 F
## 3 101566 NASSIF CHRISTIAN DJIDAGUI 1994-01-01 M
## 4 111377 SAUVOUREL CHLOE MARIE HELENE 2000-06-18 F
## 5 108307 BARRERA AIRA ARMANDO 1995-11-18 M
## 6 108649 KALOPSIDIOTIS MARKOS 1991-06-15 M
## 7 125573 MUKTAR ABDELMALIK TOFIK 1996-04-19 M
## 8 110501 JALLOW MIMOSA 1994-06-17 F
## 9 108274 BAQLAH TALITA 1995-10-27 F
## 10 102784 HALL JOSHUA 1991-04-12 M
## 11 102775 MOROZOV VLADIMIR 1992-06-16 M
## 12 107019 TYURINA ANASTASIYA 2001-09-27 F
## 13 107019 TYURINA ANASTASIYA 2001-09-27 F
## 14 113324 ALSHAMSI ALIA ALI ABDULLA MAJED 2000-05-02 F
## name code eventid heat lane points reactiontime swimtime
## 1 Australia AUS 210 2 8 NA 0.71 54.50
## 2 Benin BEN 36 2 7 NA 0.88 47.47
## 3 Central African Rep. CAF 14 3 0 NA 0.77 47.33
## 4 Central African Rep. CAF 34 2 8 132 NA 46.55
## 5 Cuba CUB 10 3 2 NA 0.57 55.84
## 6 Cyprus CYP 6 3 1 NA 0.64 67.96
## 7 Ethiopia ETH 28 4 0 NA 0.79 27.34
## 8 Finland FIN 18 4 2 NA 0.42 28.18
## 9 Jordan JOR 34 7 9 NA 0.74 26.53
## 10 Philippines PHI 14 6 8 NA 0.66 28.37
## 11 Russia RUS 219 2 5 NA 0.47 48.12
## 12 Tajikistan TJK 18 1 5 347 NA 38.48
## 13 Tajikistan TJK 34 2 6 NA 0.80 32.22
## 14 United Arab Emirates UAE 11 1 9 NA 0.74 101.02
## split cumswimtime splitdistance daytime round distance stroke splitswimtime
## 1 1 54.50 50 1748 SEM 100 BACK 54.50
## 2 1 47.47 50 1008 PRE 50 BREAST 47.47
## 3 1 47.33 50 930 PRE 50 BREAST 47.33
## 4 1 46.55 50 930 PRE 50 FREE 46.55
## 5 1 55.84 50 949 PRE 100 BACK 55.84
## 6 1 67.96 50 1134 PRE 100 BREAST 67.96
## 7 1 27.34 50 930 PRE 50 FREE 27.34
## 8 1 28.18 50 930 PRE 50 BACK 28.18
## 9 1 26.53 50 930 PRE 50 FREE 26.53
## 10 1 28.37 50 930 PRE 50 BREAST 28.37
## 11 1 48.12 50 1732 SEM 100 FREE 48.12
## 12 1 38.48 50 930 PRE 50 BACK 38.48
## 13 1 32.22 50 930 PRE 50 FREE 32.22
## 14 1 101.02 50 1007 PRE 100 BREAST 101.02Nos quedan solamente 14 filas en los que hay datos nulos.
Si seguimos con nuestra limpieza:
Valores nulos donde faltan los puntos:
Veamos qué sucede si sólo faltan los puntos:
naReactionTime<-datosNA[is.na(datosNA$points),]
naReactionTime## athleteid lastname firstname birthdate gender
## 1 110900 TREFFERS BEN 1991-08-15 M
## 2 121185 SEIBOU LARAIBA 2000-12-06 F
## 3 101566 NASSIF CHRISTIAN DJIDAGUI 1994-01-01 M
## 5 108307 BARRERA AIRA ARMANDO 1995-11-18 M
## 6 108649 KALOPSIDIOTIS MARKOS 1991-06-15 M
## 7 125573 MUKTAR ABDELMALIK TOFIK 1996-04-19 M
## 8 110501 JALLOW MIMOSA 1994-06-17 F
## 9 108274 BAQLAH TALITA 1995-10-27 F
## 10 102784 HALL JOSHUA 1991-04-12 M
## 11 102775 MOROZOV VLADIMIR 1992-06-16 M
## 13 107019 TYURINA ANASTASIYA 2001-09-27 F
## 14 113324 ALSHAMSI ALIA ALI ABDULLA MAJED 2000-05-02 F
## name code eventid heat lane points reactiontime swimtime
## 1 Australia AUS 210 2 8 NA 0.71 54.50
## 2 Benin BEN 36 2 7 NA 0.88 47.47
## 3 Central African Rep. CAF 14 3 0 NA 0.77 47.33
## 5 Cuba CUB 10 3 2 NA 0.57 55.84
## 6 Cyprus CYP 6 3 1 NA 0.64 67.96
## 7 Ethiopia ETH 28 4 0 NA 0.79 27.34
## 8 Finland FIN 18 4 2 NA 0.42 28.18
## 9 Jordan JOR 34 7 9 NA 0.74 26.53
## 10 Philippines PHI 14 6 8 NA 0.66 28.37
## 11 Russia RUS 219 2 5 NA 0.47 48.12
## 13 Tajikistan TJK 34 2 6 NA 0.80 32.22
## 14 United Arab Emirates UAE 11 1 9 NA 0.74 101.02
## split cumswimtime splitdistance daytime round distance stroke splitswimtime
## 1 1 54.50 50 1748 SEM 100 BACK 54.50
## 2 1 47.47 50 1008 PRE 50 BREAST 47.47
## 3 1 47.33 50 930 PRE 50 BREAST 47.33
## 5 1 55.84 50 949 PRE 100 BACK 55.84
## 6 1 67.96 50 1134 PRE 100 BREAST 67.96
## 7 1 27.34 50 930 PRE 50 FREE 27.34
## 8 1 28.18 50 930 PRE 50 BACK 28.18
## 9 1 26.53 50 930 PRE 50 FREE 26.53
## 10 1 28.37 50 930 PRE 50 BREAST 28.37
## 11 1 48.12 50 1732 SEM 100 FREE 48.12
## 13 1 32.22 50 930 PRE 50 FREE 32.22
## 14 1 101.02 50 1007 PRE 100 BREAST 101.02Vamos a buscar los resultados de World Aquatics de alguno de ellos, para estimar qué esta sucediendo. ¿Fueron descalificados?.
Nuestro nadador de la primera fila, Ben Treffers, fue descalificado. Buscamos también a Vladimir Morozov, y también fue descalificado. Luego, son participantes que nadaron pero quedaron descalificados. Por tanto, sus datos nos servirán para hacer estudios sobre participación, pero no para cualquier estudio que involucre los resultados. Luego estos, no los eliminamos del dataframe inicial.
datosNA <- datosNA %>%
filter(!(is.na(datosNA$points)))Me quedan las dos ultimas observaciones por ver:
datosNA## athleteid lastname firstname birthdate gender name
## 1 111377 SAUVOUREL CHLOE MARIE HELENE 2000-06-18 F Central African Rep.
## 2 107019 TYURINA ANASTASIYA 2001-09-27 F Tajikistan
## code eventid heat lane points reactiontime swimtime split cumswimtime
## 1 CAF 34 2 8 132 NA 46.55 1 46.55
## 2 TJK 18 1 5 347 NA 38.48 1 38.48
## splitdistance daytime round distance stroke splitswimtime
## 1 50 930 PRE 50 FREE 46.55
## 2 50 930 PRE 50 BACK 38.48Tenemos dos observaciones en las cuales no existe el tiempo de reacción. Seguramente se deba a algún fallo en el sistema electrónico o algún fallo al pasar los datos. Por lo tanto, al igual que con los anteriores, no lo eliminaremos de nuestro dataframe inicial, pero sí lo tendremos en cuenta cuando tengamos que analizar estudios que tengan que ver con el tiempo de reacción.
print(sum(is.na(datos2015)))## [1] 14Luego, de 309 iniciales, vamos a tratar ahora con 14 datos nulos ya controlados.
Variable birthdate. Creacion de nueva variable edad
A continuación, vamos a crear una variable llamada edad, ya que será más representativo que trabajar con la variable birthdate. La variable tendrá el valor numérico de la edad de cada participante en el momento del mundial. Es decir, el 24 de Julio de 2015.
datos2015$birthdate <- as.Date(datos2015$birthdate)
#Calculamos la edad
fechaKazan<- as.Date("2015-07-24")
datos2015$edad <- as.numeric(difftime(fechaKazan, datos2015$birthdate, units = "weeks")) %/% 52 # Convertir de semanas a añosAdemás, borramos la variable birthdate:
datos2015$birthdate=NULLDataframes.
Si visualizamos el dataframe datos2015, observamos por cada prueba de cada nadador, salen n filas que equivalen a los n parciales (de 50m ) en los que constaba la prueba. Luego, para algunos estudios, usar este dataframe va a suponer duplicar, triplicar e incluso multiplicar por 15 un mismo valor (en el caso de las carreras de 1500m). Además, no estaríamos haciendo un análisis correcto, puesto que los resultados estarían claramente sesgados hacia los de las distancias más largas. Por ejemplo, en el caso del tiempo de reacción, los tiempos de los nadadores de 1500 metros se contabilizarían 15 veces. Mientras que en los nadadores de 50 metros sólo una vez.
A continuación, procedemos a presentar los dataframes que vamos a utilizar dependiendo lo que queramos estudiar:
Dataframe nadadoresParticipantes.
Utilizaremos este dataframe para realizar análisis sobre el número de nadadores, proporción entre hombres y mujeres, la edad de los participantes, etc. Es decir, análisis sobre datos que no requieren el conocimiento de la progresión en sus splits. Para ello, nos bastará con tener la primera fila de cada participante.
Creamos, por tanto, un nuevo dataframe, llamado nadadoresParticipantes, el cual constará de todos los participantes sin repetir. Nos basaremos en la unicidad de la variable athleteid para crearla.
nadadoresParticipantes <- datos2015 %>%
distinct(athleteid, .keep_all = TRUE)
#guardamos una copia de seguridad por si se modifica el dataframe más adelante.
nadadoresParticipantesCopia<-nadadoresParticipantessummary(nadadoresParticipantes)## athleteid lastname firstname gender
## Min. :100392 Length:1099 Length:1099 F:491
## 1st Qu.:101641 Class :character Class :character M:608
## Median :105575 Mode :character Mode :character
## Mean :107933
## 3rd Qu.:111033
## Max. :125573
##
## name code eventid heat lane
## China : 39 CHN : 39 Min. : 1.00 2 :182 3 :122
## United States: 36 USA : 36 1st Qu.: 5.00 3 :175 7 :116
## Italy : 31 ITA : 31 Median :11.00 4 :157 2 :115
## Russia : 30 RUS : 30 Mean :13.49 5 :133 5 :114
## Australia : 29 AUS : 29 3rd Qu.:19.00 1 :130 6 :113
## Germany : 27 GER : 27 Max. :40.00 6 :105 8 :111
## (Other) :907 (Other):907 (Other):217 (Other):408
## points reactiontime swimtime split
## Min. : 52.0 Min. :0.4600 Min. : 22.01 Min. :1
## 1st Qu.:687.5 1st Qu.:0.6600 1st Qu.: 52.77 1st Qu.:1
## Median :803.0 Median :0.7000 Median : 63.66 Median :1
## Mean :752.4 Mean :0.7032 Mean : 114.92 Mean :1
## 3rd Qu.:863.0 3rd Qu.:0.7400 3rd Qu.: 127.39 3rd Qu.:1
## Max. :996.0 Max. :0.9700 Max. :1101.09 Max. :1
## NA's :4 NA's :2
## cumswimtime splitdistance daytime round distance
## Min. : 22.01 Min. :50 Min. : 930.0 FIN: 0 Min. : 50.0
## 1st Qu.: 26.33 1st Qu.:50 1st Qu.: 930.0 PRE:1099 1st Qu.: 100.0
## Median : 28.14 Median :50 Median : 954.0 SEM: 0 Median : 100.0
## Mean : 28.82 Mean :50 Mean : 992.7 SOP: 0 Mean : 184.8
## 3rd Qu.: 30.16 3rd Qu.:50 3rd Qu.:1030.0 SOS: 0 3rd Qu.: 200.0
## Max. :101.02 Max. :50 Max. :1134.0 Max. :1500.0
##
## stroke splitswimtime edad
## BACK :172 Min. : 22.01 Min. :10.00
## BREAST:211 1st Qu.: 26.33 1st Qu.:19.00
## FLY :228 Median : 28.14 Median :21.00
## FREE :406 Mean : 28.82 Mean :21.32
## MEDLEY: 82 3rd Qu.: 30.16 3rd Qu.:24.00
## Max. :101.02 Max. :38.00
## Dataframe nadadoresPruebas.
Para poder elaborar un estudio de algunas variables como events, reactiontime, lane, heats y daytime,entre otras cosas, vamos a necesitar un dataframe que refleje a cada nadador y sus pruebas nadadas por filas.
Para poder realizar el dataframe, primero hay que saber si cada prueba, dentro de cada tipo de prueba (preliminar, final, semifinal), tiene un id distinto.
Lo evaluamos seleccionando algún nadador que haya nadado en varias rondas:
ejemplo<-datos2015[datos2015$distance == 100 & datos2015$stroke=="BACK" & datos2015$code=="AUS", ]
head(ejemplo,6)## athleteid lastname firstname gender name code eventid heat lane points
## 280 100529 LARKIN MITCHELL M Australia AUS 10 6 5 968
## 281 100529 LARKIN MITCHELL M Australia AUS 10 6 5 968
## 282 100529 LARKIN MITCHELL M Australia AUS 210 2 4 975
## 283 100529 LARKIN MITCHELL M Australia AUS 210 2 4 975
## 284 100529 LARKIN MITCHELL M Australia AUS 110 1 4 973
## 285 100529 LARKIN MITCHELL M Australia AUS 110 1 4 973
## reactiontime swimtime split cumswimtime splitdistance daytime round
## 280 0.59 52.50 1 25.34 50 949 PRE
## 281 0.59 52.50 2 52.50 100 949 PRE
## 282 0.67 52.38 1 25.28 50 1748 SEM
## 283 0.67 52.38 2 52.38 100 1748 SEM
## 284 0.57 52.40 1 25.41 50 1836 FIN
## 285 0.57 52.40 2 52.40 100 1836 FIN
## distance stroke splitswimtime edad
## 280 100 BACK 25.34 22
## 281 100 BACK 27.16 22
## 282 100 BACK 25.28 22
## 283 100 BACK 27.10 22
## 284 100 BACK 25.41 22
## 285 100 BACK 26.99 22Bien, vemos que el australiano nadó tanto las preliminares, como las semifinales como la final y el eventid era distinto entre rondas pero es el mismo en la misma prueba.
Creamos el siguiente dataframe:
nadadoresPruebas <- datos2015 %>%
distinct(eventid, athleteid, .keep_all = TRUE)
head(nadadoresPruebas,6)## athleteid lastname firstname gender name code eventid heat lane points
## 1 100784 BORSHI NOEL F Albania ALB 1 1 4 680
## 2 100784 BORSHI NOEL F Albania ALB 20 1 8 654
## 3 101712 MECA KLAVIO M Albania ALB 2 1 7 697
## 4 101712 MECA KLAVIO M Albania ALB 12 1 3 640
## 5 110360 MERIZAJ NIKOL F Albania ALB 15 2 9 591
## 6 110360 MERIZAJ NIKOL F Albania ALB 23 2 3 586
## reactiontime swimtime split cumswimtime splitdistance daytime round distance
## 1 0.77 63.65 1 29.63 50 930 PRE 100
## 2 0.80 140.28 1 31.33 50 1014 PRE 200
## 3 0.74 248.18 1 28.64 50 948 PRE 400
## 4 0.73 118.32 1 27.83 50 1027 PRE 200
## 5 0.84 134.58 1 31.05 50 949 PRE 200
## 6 0.78 62.19 1 29.50 50 930 PRE 100
## stroke splitswimtime edad
## 1 FLY 29.63 19
## 2 FLY 31.33 19
## 3 FREE 28.64 19
## 4 FREE 27.83 19
## 5 FREE 31.05 17
## 6 FREE 29.50 17#Copia de seguridad:
nadadoresPruebasCopia<-nadadoresPruebasLos datos creados, reflejan nadadores y pruebas nadadas por cada uno.
Estudio sobre el número de nadadores, su género, país y edad.
Usaremos el dataframe nadadoresParticipantes.
Ahora, comenzamos nuestro estudio:
Edad.
Veamos primeramente un resumen de la edad:
summary(nadadoresParticipantes$edad)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 10.00 19.00 21.00 21.32 24.00 38.00Observamos que la edad máxima fue de 38 años, la media fue de 21.32 años, y el participante con menos edad fue de 10 años. Además, el 50% de los participantes estaban entre 19 y 24 años de edad.
Una pregunta razonable sería: ¿El dato relativo al participante de 10 años es un error?
Procedemos a contrastar la información. De esta forma, podemos ver si de verdad existe este atleta o es un dato mal tomado de nuestra base de datos. Confirmamos la información, entre otras fuentes, con esta noticia, de la cual añadimos el enlace sobre la joven nadadora de 10 años. noticia
Confirmamos mediante su nombre, apellidos y edad, que la noticia se refiere a los datos que tenemos.
datos2015[datos2015$edad == 10, ]## athleteid lastname firstname gender name code eventid heat lane points
## 1349 114036 TAREQ ALZAIN F Bahrain BRN 29 1 2 226
## 1350 114036 TAREQ ALZAIN F Bahrain BRN 34 1 6 291
## reactiontime swimtime split cumswimtime splitdistance daytime round
## 1349 0.74 41.13 1 41.13 50 954 PRE
## 1350 0.72 35.78 1 35.78 50 930 PRE
## distance stroke splitswimtime edad
## 1349 50 FLY 41.13 10
## 1350 50 FREE 35.78 10Se trata de una nadadora de Bahrain que nadó el 50 mariposa y el 50 libres. Luego podemos concluir que es un dato atípico pero no es erróneo.
De acuerdo con esta nueva variable, vemos cómo se distribuyen las edades.
ggplot(nadadoresParticipantes, aes(x = edad)) +
geom_density(fill = "#0072B2", color = "#0072B2") + # Azul accesible para daltónicos
ggtitle("Gráfica de densidad")
La mayoría de los nadadores parecen tener entre 15 y 25 años, con un pico alrededor de los 20 años.
Esto sugiere que los participantes en la competición están en su mayoría en la etapa juvenil o temprana adultez.
Podríamos preguntarnos si la edad sigue una distribución normal en estos datos, para ello, hacemos uso del test shapiro:
shapiro.test(nadadoresParticipantes$edad)##
## Shapiro-Wilk normality test
##
## data: nadadoresParticipantes$edad
## W = 0.9811, p-value = 9.184e-11El test de shapiro, a priori, nos indica que deberíamos rechazar la hipótesis nula y suponer que no es una normal, aún así, vamos a evaluar de una manera práctica, si podemos suponer su normalidad. Vamos a realizar 3 evaluaciones para ver si podemos suponer que nuestros datos son normales:
Probabilidad de que un nadador tenga más de 29 años:
Para calcular la probabilidad de que un nadador tenga más de 29 años, cuento todos los nadadores que tienen más de 30, y divido sobre el número total de participantes.
valor1<- sum(nadadoresParticipantes$edad >=29)/1099Calcular media y varianza y calcular la probabilidad Normal.
media<-mean(nadadoresParticipantes$edad)
desviacion<-sd(nadadoresParticipantes$edad)
valor2<-1 - pnorm(29, media, sd=desviacion)Simular datos de una normal sabiendo media y varianza.
Ahora, simulo datos:
datos_simulados <- rnorm(1100, mean = media, sd = desviacion)
## Calculo la probabilidad de 29 o más:
conteo_mayores_que_29 <- sum(datos_simulados >= 29)
valor3<- conteo_mayores_que_29/1100A continuación, comparo los tres valores obtenidos:
valor1## [1] 0.04367607valor2## [1] 0.02662683valor3## [1] 0.03363636Y veo que es una diferencia de 0.017 entre el mayor y el menor valor, luego, vamos a suponer la normalidad de nuestros datos.
rm(conteo_mayores_que_29, datos_simulados, desviacion, media, valor1, valor2, valor3)Observo que hay una variación de 0.014 entre las probabilidades, al ser una probabilidad tan baja, podríamos asumir normalidad en nuestros datos.
Análisis de géneros participantes
Veamos el número exacto de mujeres y hombres en la competición:
summary(nadadoresParticipantes$gender)## F M
## 491 608Luego, hay 608 hombres y 491 mujeres que participaron en los mundiales de Kazán 2015.
Veamos ahora cómo se distribuyen los hombres y las mujeres y sus respectivas edades:
ggplot(nadadoresParticipantes, aes(x = edad, colour = gender, linetype = gender)) +
geom_density(size = 1.2) + # Aumentar el grosor de las líneas
scale_color_viridis_d(option = "D", begin = 0.2, end = 0.8) + # Colores accesibles para daltonismo
scale_linetype_manual(values = c("solid", "dashed")) + # Líneas sólidas y punteadas
theme_minimal() + # Tema limpio y claro
labs(
title = "Densidades de Edad por Género",
x = "Edad",
y = "Densidad",
colour = "Género",
linetype = "Género"
)
Según observamos, la distribución está ligeramente desplazada a la derecha para los hombres, esto indica que los hombres tienden a ser mayores en promedio que las mujeres. Esta diferencia en la distribución de edades entre los géneros nos conduce a realizar distintos test estadísticos para confirmar si la diferencia realmente es significativa.
Hipótesis:
H0: Las medias de los dos grupos son iguales.
H1: Las medias de los dos grupos son distintas.
t.test(edad~gender,data=nadadoresParticipantes)##
## Welch Two Sample t-test
##
## data: edad by gender
## t = -4.8384, df = 1033.7, p-value = 1.508e-06
## alternative hypothesis: true difference in means between group F and group M is not equal to 0
## 95 percent confidence interval:
## -1.6284460 -0.6886968
## sample estimates:
## mean in group F mean in group M
## 20.68024 21.83882Hemos comparado las medias de edad entre mujeres (grupo F) y hombres (grupo M), tomando como hipótesis nula que las medias de edad entre mujeres y hombres son iguales, y cómo hipótesis alternativa que las medias de edad entre mujeres y hombres son diferentes. Aunque el resultado del t-test muestra que hay una diferencia estadísticamente significativa (el p-valor es muy pequeño) entre las edades medias de hombres y mujeres (aproximadamente 1.16 años), en términos prácticos, esta diferencia es relativamente pequeña. En este caso, puede no ser relevante en términos de la experiencia o desempeño de los nadadores.
No obstante, proseguimos en nuestro análisis exploratorio.
tabla1<-table(nadadoresParticipantes$edad>30,nadadoresParticipantes$gender)
chisq.test(tabla1)##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: tabla1
## X-squared = 0.54325, df = 1, p-value = 0.4611Por el resultado del siguiente test aplicado, podemos concluir con que no hay asociación significativa: Dado que el p-valor es 0.47, entre ser mayor de 30 años y el género de los nadadores en nuestros datos. En términos sencillos,la edad no parece estar relacionada con el género de los nadadores en cuanto a si son mayores de 30 años.
tabla2<-table(nadadoresParticipantes$edad<20,nadadoresParticipantes$gender)
chisq.test(tabla2)##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: tabla2
## X-squared = 15.974, df = 1, p-value = 6.423e-05Hay una diferencia considerable entre las frecuencias observadas (cuántos hombres y mujeres son menores de 20 años) y las frecuencias esperadas bajo la hipótesis nula (que no hay asociación entre edad y género para menores de 20 años). Esto sugiere ir un paso más allá, ¿Hay más mujeres menores de edad que hombres menores de edad?
tabla3<-table(nadadoresParticipantes$edad<18,nadadoresParticipantes$gender)
chisq.test(tabla3)##
## Pearson's Chi-squared test with Yates' continuity correction
##
## data: tabla3
## X-squared = 23.731, df = 1, p-value = 1.108e-06Los resultados sugieren que el género y la minoría de edad si que están significativamente relacionados en nuestro conjunto de datos de nadadores. Esto podría tener implicaciones para el análisis del rendimiento y la participación en competiciones.
Veamos números,
tabla3##
## F M
## FALSE 385 543
## TRUE 106 65#Calcular los totales
totales <- colSums(tabla3)
#Calcular el porcentaje de nadadores menores de 18 años por género
porcentajes <- (tabla3[2, ] / totales) * 100
# fila 2 son los menores de 18
porcentajes## F M
## 21.58859 10.69079De esta forma, ya habiendo confirmado una diferencia significativa. Podemos ver, de manera más representativa, como existe el doble de proporción de mujeres menores de edad en comparación con los hombres. Dicho en otras palabras, 2 de cada 10 mujeres son menores de 18 años, mientras que esto sólo ocurre en 1 de cada 10 hombres:
porcentajes <- c(10.88, 21.66) # 10% para hombres y 20% para mujeres
generos <- c("Hombres", "Mujeres")
porcentajes<- as.data.frame(porcentajes)
#generos<- as.data.frame(generos)
# Crear el gráfico con colores accesibles
ggplot(porcentajes, aes(x = generos, y = porcentajes, fill = generos)) +
geom_bar(stat = "identity", width = 0.6) + # Barras con ancho ajustado
geom_text(aes(label = paste0(porcentajes, "%")), vjust = -0.5, size = 5) + # Mostrar los porcentajes
labs(
title = "Porcentaje de Nadadores Menores de 18 Años por Género",
x = "Género",
y = "Porcentaje"
) +
scale_fill_viridis_d(option = "C", begin = 0.2, end = 0.8) + # Colores accesibles
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16), # Centrar el título
axis.title = element_text(size = 14),
axis.text = element_text(size = 12),
legend.position = "none" # Ocultar la leyenda
) +
ylim(0, 100) # Ajustar el límite del eje Y
Análisis de nacionalidades.
Vamos a ver la cantidad de nadadores por país. Para ello, primero voy a ver cuántos paises hay:
nlevels(nadadoresParticipantes$code)## [1] 185Hay 185 países. Debido a la cantidad de países, ver por países cuántos nadadores hay no va a ser muy interpretable.
Por ello, intentaremos analizar los resultados en función de proporciones relativas a continentes.
paleta <- c("Americas" = "red",
"Asia" = "yellow",
"Europe" = "blue",
"Oceania" = "green", "Africa"="black")Como podemos observar en los gráficos, la mayor cantidad de nadadores son de procedencia europea, continuando con Asia y Américas, y teniendo baja proporción los nadadores de África y Oceanía.
Nos preguntamos en esta situación, si los Europeos tendrán los puestos más altos en el ranking. Es decir, si existe mayor proporción de ganadores en los países con más densidad de participantes.
Para ello, analizaremos los puntos según las nacionalidades de los nadadores.
puntos_por_pais <- nadadoresPruebas %>%
group_by(name) %>%
summarise(total_puntos = sum(points, na.rm = TRUE))
# Ver el resultado
head(puntos_por_pais,20)## # A tibble: 20 × 2
## name total_puntos
## <fct> <dbl>
## 1 Albania 5409
## 2 Algeria 1450
## 3 Andorra 3988
## 4 Angola 4101
## 5 Antigua & Barbuda 4663
## 6 Argentina 15779
## 7 Armenia 4335
## 8 Aruba 5880
## 9 Australia 103457
## 10 Austria 13730
## 11 Azerbaijan 5238
## 12 Bahamas 10777
## 13 Bahrain 3324
## 14 Bangladesh 3313
## 15 Barbados 5287
## 16 Belarus 17394
## 17 Belgium 22466
## 18 Benin 1549
## 19 Bermuda 2876
## 20 Bolivia 5144Lo vemos por continentes:
nadadoresPruebas$iso2 <- countrycode(nadadoresPruebas$name, "country.name", "iso2c")
nombres<- unique(nadadoresPruebas$name)
manual <- data.frame(
nombre = c("Fina", "Kosovo", "Micronesia", "Virgin Islands"),
iso2 = c("FI", "XK", "FM", "VI")
)
nadadoresPruebas$continent <- countrycode(nadadoresPruebas$iso2, "iso2c", "continent")
nadadoresPruebas <- nadadoresPruebas %>%
mutate(continent = ifelse(iso2 == "XK", "Europe", continent))
puntos_por_continente <- nadadoresPruebas %>%
group_by(continent) %>%
summarise(total_puntos = sum(points, na.rm = TRUE))
print(puntos_por_continente)## # A tibble: 6 × 2
## continent total_puntos
## <chr> <dbl>
## 1 Africa 151898
## 2 Americas 479297
## 3 Asia 448119
## 4 Europe 964192
## 5 Oceania 160157
## 6 <NA> 15843Anteriormente hemos hallado para cada contiente todos los puntos conseguidos por los nadadores de dicho continente. Lo que vamos a hacer a continuación es normalizar los puntos por continente, es decir, para cada continente tomamos todos los puntos de dicho continente y lo dividimos por todos participantes de ese continente y comparamos.
# Agrupar por continente, sumar puntos y contar participantes
resumenContinente <- nadadoresPruebas %>%
group_by(continent) %>%
summarise(
puntos_totales_continente = sum(points, na.rm = TRUE),
numero_Participantes_continente = n() # Contar los participantes
) %>%
mutate(
relacion_puntos_por_participante = puntos_totales_continente / numero_Participantes_continente
)
# Imprimir el resultado
print(resumenContinente %>% select(continent, relacion_puntos_por_participante))## # A tibble: 6 × 2
## continent relacion_puntos_por_participante
## <chr> <dbl>
## 1 Africa 589.
## 2 Americas 808.
## 3 Asia 748.
## 4 Europe 853.
## 5 Oceania 805.
## 6 <NA> 587.Vemos que Europa tiene el mejor promedio con una cierta diferencia, le siguen América y Oceanía (puntuaciones similares), después Asia y por último Africa.
Para terminar con esta sección, vamos a ver los 20 primeros en el ranking, y a hacer un gráfico que nos indique de que pais es cada uno de los 20.
datos_100m_top <- nadadoresPruebas[nadadoresPruebas$distance==100,] %>% # Filtra para la prueba de 100 metros
arrange(desc(points)) %>% # Ordena por puntos de mayor a menor
dplyr::slice(1:20) # Selecciona las primeras 20 conteo_por_continente <- datos_100m_top %>%
group_by(continent) %>%
summarise(cantidad_nadadores = n()) %>%
mutate(percent = (cantidad_nadadores / sum(cantidad_nadadores)) * 100) # Calcula el porcentaje
# Crear el gráfico de distribución porcentual
grafico_distribucion_continente <- ggplot(conteo_por_continente, aes(x = continent, y = percent, fill = continent)) +
geom_bar(stat = "identity") +
labs(title = "Distribución Porcentual de Nadadores por Continente en los Top 20 - 100 Metros",
x = "Continente",
y = "Porcentaje de Nadadores") +
scale_fill_manual(values = paleta) + # Usa la paleta de colores personalizada
theme_minimal()
# Imprimir el gráfico
print(grafico_distribucion_continente)
La alta cantidad de nadadores europeos en el podio de 100 metros (más específico que lo anterior, ya que esto nos mete directamente en los primeros 20) sugiere que hay un fuerte nivel de competencia y entrenamiento en las naciones de este continente. Esto podría estar relacionado con la inversión en programas de natación. Le sigue oceanía,ya que Oceanía, aunque es una región más pequeña en términos de población comparada con Europa, ha producido nadadores destacados que compiten a niveles muy altos. La presencia de nadadores de élite, especialmente de Australia, resalta la calidad del talento en la región.
Los datos indican que África tiene solo un 15% de ganadores en la natación en comparación con otros continentes como Europa y Oceanía, esto puede abrir un amplio espacio para el análisis, ya que muchos países africanos enfrentan desafíos significativos en cuánto a la inversión en infraestructura deportiva.La falta de instalaciones de calidad para la natación, como piscinas adecuadas, puede limitar el desarrollo de talentos.
Realizando un chequeo rápido a la tabla de los 20 mejores, vemos que tenemos South Africa en el top 4 en 100 metros. La presencia de Sudáfrica en el cuarto lugar es un indicador de que, a pesar de la baja representación general, el continente tiene al menos algunos atletas de élite que pueden competir con los mejores del mundo. Aunque la cantidad de nadadores africanos en el podio es baja, su éxito en alcanzar los primeros puestos es notable. Esto podría implicar que los nadadores africanos son altamente competitivos cuando tienen la oportunidad de competir en el más alto nivel. Además,al centrarse en la prueba de 100 metros, que tiene una gran cantidad de participantes, se obtiene una visión clara del rendimiento de los nadadores en este evento específico. Esto ayuda a eliminar sesgos que podrían surgir al mirar pruebas con menos competidores.
Estudio sobre los eventos, reactiontime, lane, heats, daytime:
Reactiontime.
Veamos cómo se distribuyen los datos de tiempo de reacción de todos los nadadores. Para ello, no tenemos en cuenta las dos filas con datos nulos.
ggplot(na.omit(nadadoresPruebas), aes(x = reactiontime)) +
geom_density(color = viridis(1, option = "C"), fill = viridis(1, option = "C", alpha = 0.5), size = 1.2) +
ggtitle("Distribución de Reaction Time") +
labs(x = "Tiempo de Reacción", y = "Densidad") +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"), # Centrar y resaltar el título
axis.title = element_text(size = 14), # Aumentar tamaño de etiquetas de los ejes
axis.text = element_text(size = 12) # Aumentar el tamaño de los valores de los ejes
)
Parece que los datos siguen una distribución normal a priori. Igual que antes, vamos a hacer el test de shapiro:
shapiro.test(na.omit(nadadoresPruebas$reactiontime))##
## Shapiro-Wilk normality test
##
## data: na.omit(nadadoresPruebas$reactiontime)
## W = 0.99291, p-value = 1.774e-10Al tener un p-valor tan bajo, no parece que siga una distribución normal. Aún así, este test puede ser erróneo al tener tantos datos. Vamos a proceder de maenra análoga a como lo hacíamos con la edad. Vamos a ver si la densidad de este gráfico es igual o parecido a una normal haciendo las siguientes comparaciones.
Probabilidad de que un nadador tenga un reactiontime mayor a 0.8.
Primeramente, voy a calcular cuántas filas de nadadoresPruebas tienen un tiempo de 0.8 o mayor sobre el total. Esto, obviamente nos da la probabilidad de reactiontime>0.8 en nuestros datos:
valor1<- sum(na.omit(nadadoresPruebas$reactiontime) >0.8)/2804Bien, ahora, voy a calcular la media y desviación típica de que sigue Reactiontime. Voy a suponer que sigue una distribución normal y voy a calcular su probabilidad teórica.
media<-mean(na.omit(nadadoresPruebas$reactiontime))
desviacion<-sd(na.omit(nadadoresPruebas$reactiontime))
valor2<-1 - pnorm(0.8, media, sd=desviacion)Por último, voy a simular 2804 datos de una normal con la media y desviación típica calculada anteriormente y vamos a ver cuál es la probabilidad de que los datos simulados valgan más de 0.8:
datos_simulados <- rnorm(2804, mean = media, sd = desviacion)
conteo <- sum(datos_simulados > 0.8)
valor3<- conteo/2804Bien, veo los valores obtenidos:
valor1## [1] 0.04422254valor2## [1] 0.05113365valor3## [1] 0.04600571Observo que, la diferencia es de menos de 0.01 entre el menor y el mayor valor, luego, podremos suponer que la variable reactiontime sigue una distribución normal.
Reactiontime. Hombres vs Mujeres.
Comparamos las funciones de densidad de mujeres y hombres en general:
nadadoresPruebas <- nadadoresPruebas %>% filter(!is.na(nadadoresPruebas$reactiontime))
ggplot(nadadoresPruebas, aes(x = reactiontime, colour = gender, linetype = gender)) +
geom_density(size = 1.2) +
scale_color_viridis_d(option = "C", begin = 0.3, end = 0.7) + # Colores accesibles
scale_linetype_manual(values = c("solid", "dashed")) + # Líneas sólidas y punteadas
labs(
title = "Distribución del Tiempo de Reacción por Género",
x = "Tiempo de Reacción",
y = "Densidad",
colour = "Género",
linetype = "Género"
) +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"), # Centrar el título
axis.title = element_text(size = 14), # Tamaño de las etiquetas de los ejes
axis.text = element_text(size = 12), # Tamaño de los valores de los ejes
legend.position = "top", # Ubicar la leyenda en la parte superior
legend.title = element_text(size = 12),
legend.text = element_text(size = 11)
)
De esta gráfica nos podemos plantear realizar un contraste de hipótesis, en el cual analizaremos sobre la posible diferencia significativa del tiempo de reacción en ambos géneros. Por tanto, realizamos el siguiente test:
- H0: El tiempo de reacción es igual en mujeres y hombres.
- H1: El tiempo de reacción es menor en hombres que en mujeres.
t.test(reactiontime~gender,data=nadadoresParticipantes)##
## Welch Two Sample t-test
##
## data: reactiontime by gender
## t = 6.3102, df = 1018, p-value = 4.15e-10
## alternative hypothesis: true difference in means between group F and group M is not equal to 0
## 95 percent confidence interval:
## 0.01681298 0.03198889
## sample estimates:
## mean in group F mean in group M
## 0.7166871 0.6922862Si observamos los resultados, el p- valor nos indica que hay una evidencia significativa para rechazar la hipótesis nula, y por ende concluir con que hay una diferencia estadística en el tiempo de reacción dependiendo del género. Ahora que hemos determinado que la diferencia es estadísticamente significativa, es importante considerar si la diferencia es también significativa en la práctica o si tiene relevancia a la hora de los resultados finales. Calculamos la diferencia relativa, ya que los tiempos de reacción son muy pequeños y de esta forma nos podemos hacer una idea de lo representativa que es la diferencia de medias.
((0.7166871-0.6922862)/(0.692286))*100## [1] 3.524685Obtenemos que las mujeres tardan un 3.5% más de tiempo que los hombres. A efectos prácticos, tardar 2 centésimas más en reaccionar no es significativo en pruebas de fondo, pero sí que lo puede llegar a ser en pruebas de velocidad donde la diferencia entre los nadadores es de décimas.
Reactiontime. Distancias largas vs distancias cortas.
Vamos a comparar ahora las funciones de densidad de las chicas en la prueba de 800m libres y 50m libres:
Primeramente calculamos el conjunto de datos:
nadadorasComparacionReactionTime<-nadadoresPruebas[(nadadoresPruebas$distance==50 | nadadoresPruebas$distance==800) & nadadoresPruebas$gender=="F" , ]ggplot(nadadorasComparacionReactionTime, aes(x = factor(distance), y = reactiontime, fill = factor(distance))) +
geom_boxplot(alpha = 0.7, size = 1.2, outlier.shape = 16, outlier.size = 4) + # Mejorar visibilidad de los outliers
scale_fill_viridis_d(option = "D", begin = 0.2, end = 0.8) + # Usar colores accesibles de viridis
labs(
title = "Boxplot de Tiempo de Reacción: 50m vs 800m",
x = "Distancia (m)",
y = "Tiempo de Reacción"
) +
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"), # Centrar y resaltar el título
axis.title = element_text(size = 14), # Etiquetas de los ejes más grandes
axis.text = element_text(size = 12), # Etiquetas del eje
legend.position = "none" # Ocultar leyenda ya que está implícita en las etiquetas
)
El gráfico muestra los boxplots del tiempo de reacción para la prueba de 50 metros y otra para 800 metros.
ggplot(nadadorasComparacionReactionTime, aes(x = reactiontime, fill = factor(distance), group = distance)) +
geom_density(alpha = 0.6, size = 1.2) + # Curvas semi-transparentes con líneas más gruesas
scale_fill_viridis_d(option = "D", begin = 0.2, end = 0.8) + # Colores accesibles con viridis
ggtitle("Distribución del Tiempo de Reacción: 800m vs 50m Libre") +
labs(fill = "Distancia (m)") +
theme_minimal() +
xlab("Tiempo de Reacción (s)") +
ylab("Densidad") +
theme(
plot.title = element_text(hjust = 0.5, size = 16, face = "bold"), # Centrar y resaltar el título
axis.title = element_text(size = 14), # Etiquetas de los ejes más grandes
axis.text = element_text(size = 12), # Etiquetas del eje
legend.position = "top" # Colocar la leyenda en la parte superior
)
Las curvas se encuentran en un rango de aproximadamente 0.5 a 1 segundos, que representa los tiempos de reacción. Para los 50 metros, la densidad es más alta en el rango de tiempos de reacción más cortos, lo que indica que las nadadoras tienden a tener tiempos de reacción más rápidos en esta distancia. Esto es esperado, ya que la carrera de 50 metros es más corta y requiere reacciones más rápidas y explosivas. En cuanto a la de 800 metros, la curva muestra una mayor dispersión en los tiempos de reacción, con una densidad más amplia. Esto sugiere que los tiempos de reacción son más variados en esta distancia, probablemente debido a la naturaleza más larga y estratégica de la carrera, donde el triunfo de las nadadoras puede estar influenciado por otras variables más determinantes.
Aquí también podemos hacer un test de hipótesis.
t.test(reactiontime~distance,data=nadadorasComparacionReactionTime)##
## Welch Two Sample t-test
##
## data: reactiontime by distance
## t = -9.0879, df = 70.242, p-value = 1.771e-13
## alternative hypothesis: true difference in means between group 50 and group 800 is not equal to 0
## 95 percent confidence interval:
## -0.09391651 -0.06011486
## sample estimates:
## mean in group 50 mean in group 800
## 0.6922000 0.7692157Veamos nuestros resultados del test. Por un lado tenemos el valor del estadístico t calculado, como es un valor negativo indica que la media del primer grupo (50 metros) es menor que la del segundo grupo (800 metros).El valor del p-valor (que es extremadamente bajo) indica que hay una diferencia estadísticamente significativa entre las medias de los dos grupos. Las nadadoras que participan en distancias más cortas (50 metros) tienen un tiempo de reacción más rápido en comparación con aquellas que nadan distancias más largas (800 metros).Luego, habíamos identificado correctamente la tendencia del gráfico, en términos estadísticos.
A continuación, realizamos el mismo estudio pero con hombres y vemos si la situación es similar.
nadadoresComparacionReactionTime<-nadadoresPruebas[(nadadoresPruebas$distance==50 | nadadoresPruebas$distance==800) & nadadoresPruebas$gender=="M", ]ggplot(nadadoresComparacionReactionTime, aes(x = factor(distance), y = reactiontime, fill = factor(distance))) +
geom_boxplot() +
labs(title = "Boxplot de Reaction Time: 50m vs 800m en hombres",
x = "Distancia (m)",
y = "Tiempo de Reacción") +
scale_fill_manual(values = c("50" = "#0084ff", "800" = "#fa3c4c")) +
theme_minimal()
# Crear el gráfico de densidad con colores por distancia
ggplot(nadadoresComparacionReactionTime, aes(x = reactiontime, fill = factor(distance), group = distance)) +
geom_density(alpha = 0.6) + #curvas
scale_fill_manual(values = c("50" = "#0084ff", "800" = "#fa3c4c")) +
ggtitle("Distribución del Tiempo de Reacción: 800m libre vs 50m en hombres") +
labs(fill = "Distancia (m)") +
theme_minimal() +
xlab("Tiempo de Reacción (s)") +
ylab("Densidad")
t.test(reactiontime~distance,data=nadadoresComparacionReactionTime)##
## Welch Two Sample t-test
##
## data: reactiontime by distance
## t = -9.6378, df = 87.851, p-value = 2.027e-15
## alternative hypothesis: true difference in means between group 50 and group 800 is not equal to 0
## 95 percent confidence interval:
## -0.07116093 -0.04683087
## sample estimates:
## mean in group 50 mean in group 800
## 0.6742694 0.7332653Al realizar el t-test para este grupo, vemos también como la diferencia es significativa entre el tiempo de reacción para la prueba de 50 metros y la de 800.
La diferencia entre estos dos extremos en las pruebas es muy significativa. Dados estos resultados, queremos ver las tendencias en las carreras de distancia intermedia, dada nuestra intuición de que el tiempo de reacción aumente de manera gradual. Es decir, cuál es la diferencia entre las pruebas de 50 metros, las de 100, 200, etc.
Para ello, realizaremos un gráfico de densidad conjunto.
ggplot(nadadoresPruebas, aes(x = reactiontime, color = as.factor(distance), fill = as.factor(distance))) +
geom_density(alpha = 0.8) + # Ajustar la transparencia
ggtitle("Distribución comparada de Reaction time") +
labs(x = "Tiempo de Reacción", y = "Densidad", color = "Distancia", fill = "Distancia") +
theme_minimal()
Como podemos observar, nuestras suposiciones parecen ser ciertas acerca de que las medias de los tiempos de reacción aumentan según la carrera es más larga. Si bien es cierto, para distancias largas, como son 800 y 1500 metros, no se observan diferencias en torno a su valor central. Del mismo modo, para carreras de 100 y 200 tampoco se observa una diferencia signifiticativa.
Contrastamos esto de forma más precisa realizando el test ANOVA de diferencia de medias.
anova_tiempoReaccion_distancia <- aov(reactiontime ~ as.factor(distance), data = na.omit(nadadoresPruebas))
summary(anova_tiempoReaccion_distancia)## Df Sum Sq Mean Sq F value Pr(>F)
## as.factor(distance) 5 1.025 0.2049 56.98 <2e-16 ***
## Residuals 2786 10.021 0.0036
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1Interpretando estos resultados, tenemos que el p-valor es de orden e^-16. Por ello, podemos concluir que hay diferencias significativas en los tiempos de reacción entre al menos uno de los grupos de distancia. Esto indica que, al menos una distancia tiene un tiempo de reacción diferente en comparación con las otras distancias. El valor de F es alto (56.98), sugiere que la variación entre los grupos es mucho mayor que la variación dentro de los grupos. Esto refuerza la idea de que las medias de los tiempos de reacción son significativamente diferentes entre las carreras de diferente distancia.
Calles usadas.
Veamos cómo se distribuyen las calles usadas:
ggplot(nadadoresPruebas, aes(x = nadadoresPruebas$lane, fill = factor(lane))) +
geom_bar() +
scale_fill_viridis_d(option = "D") + # Paleta Okabe-Ito
theme_bw() +
labs(fill = "Lane") # Etiqueta para la leyenda
Se observa que las calles menos usadas son tanto la 0 como la 9. Esto es un dato que puede resultar curioso al visualizar los datos, pero tiene una clara explicación.
Las calles 0 y 9 sólo son usadas en las rondas preliminares. Además, las series de cada prueba se confeccionan rellenando de mejor a peor tiempo con el siguiente orden: 4-5-3-6-2-7-1-8-0-9. Luego, es obvio que si en una prueba tengo 18 nadadores, una serie ocupará todas las calles, pero otra ocupará sólo 8, luego las calles 0 y 9 quedarán libres.
¿Habrá alguna relación entre la calle usada y el tiempo de reacción?
ggplot(nadadoresPruebas, aes(x = reactiontime, color = factor(lane), fill = factor(lane))) +
geom_density(alpha = 0.6) + # Densidades con transparencia
facet_wrap(~ lane) + # Facetas por lane
theme_bw() +
labs(
title = "Distribución de Densidades de Tiempos de Reacción por Calle",
x = "Tiempo de Reacción",
y = "Densidad",
color = "Lane",
fill = "Lane"
) +
scale_fill_viridis_d(option = "D") + # Paleta daltónica para relleno
scale_color_viridis_d(option = "D") # Paleta daltónica para bordes
Como podemos ver, no parece haber diferencias significativas según el tipo de calle en los tiempos de reacción.
De nuevo, podemos realizar un test anova sobre la diferencia de medias.
anova_tiempoReaccion_Calles <- aov(reactiontime ~ as.factor(lane), data = na.omit(nadadoresPruebas))
summary(anova_tiempoReaccion_Calles)## Df Sum Sq Mean Sq F value Pr(>F)
## as.factor(lane) 9 0.094 0.010456 2.656 0.00457 **
## Residuals 2782 10.951 0.003937
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1El p-valor de nuestro análisis es menor de 0.005, por lo que podríamos sugerir que sí tiene cierta influencia según el número de calle empleada. Sin embargo, existen muchas variables en nuestro conjunto de datos que podrían influir, por lo que no tiene sentido seguir con este estudio.
Daytime.
Si observamos los valores que toma la variable Daytime, observamos que toma valores numéricos de 3 y 4 cifras. Parece corresponder a la hora y minutos en la que cada nadador nadó la prueba. Luego vamos a cambiar su formato para intentar sacar conclusiones acerca de esta variable:
# Función para convertir
convertir_a_hhmm <- function(tiempo_numerico) {
# Convertir el número a un string y separar horas y minutos
horas <- tiempo_numerico %/% 100
minutos <- tiempo_numerico %% 100
# Crear un objeto de tiempo en formato hh:mm
tiempo_formateado <- sprintf("%02d:%02d", horas, minutos)
return(tiempo_formateado)
}
# Aplicar la función a todos los tiempos
tiempos_hhmm <- sapply(nadadoresPruebas$daytime, convertir_a_hhmm)
head(tiempos_hhmm)## [1] "09:30" "10:14" "09:48" "10:27" "09:49" "09:30"Bien, ya hemos convertido esos números de 3 y 4 cifras a un formato hora/minutos. Ahora, lo representamos en una gráfica:
# Crear la columna 'tiempo_hhmm'
nadadoresPruebas$tiempo_hhmm <- sapply(nadadoresPruebas$daytime, convertir_a_hhmm)
# Convertir la nueva columna 'tiempo_hhmm' a formato POSIXct
nadadoresPruebas$tiempo_hhmm <- as.POSIXct(nadadoresPruebas$tiempo_hhmm, format = "%H:%M")
# Creo la gráfica.
ggplot(nadadoresPruebas, aes(x = tiempo_hhmm)) +
geom_histogram(
binwidth = 3600,
color = "black",
fill = viridis(1, option = "D") # Paleta daltónica
) +
scale_x_datetime(date_labels = "%H:%M", breaks = "1 hour") + # Etiquetas cada hora
labs(
x = "Tiempo (hh:mm)",
y = "Frecuencia de nadadores"
) +
theme_minimal()
Luego, podemos observar de manera clara que, cada día de competición constaba de 2 sesiones, una matinal y otra vespertina, y que las franjas horarias van, por la mañana de 9:30 a 12:30, y por la tarde de 17:30 a 19:30.
Pruebas matinales y vespertinas.
Observamos que el número de nadadores que nadan por la mañana es mucho mayor al de por la tarde.
Vamos a ver un resumen de qué pruebas se nadan por la mañana y cuáles por la tarde:
nadadoresPruebas$tiempo_hhmm<- as.POSIXct(nadadoresPruebas$tiempo_hhmm, format = "%H:%M")
#intervalo para las matinales
limite_inferior1 <- as.POSIXct("09:30", format = "%H:%M")
limite_superior1 <- as.POSIXct("13:00", format = "%H:%M")
#intervalo para las vespertinas
limite_inferior <- as.POSIXct("17:00", format = "%H:%M")
limite_superior <- as.POSIXct("20:00", format = "%H:%M")
#Creamos los dataframes.
pruebasMatinales<-subset(nadadoresPruebas, nadadoresPruebas$tiempo_hhmm >= limite_inferior1 & nadadoresPruebas$tiempo_hhmm <= limite_superior1)
pruebasVespertinas<-subset(nadadoresPruebas, nadadoresPruebas$tiempo_hhmm >= limite_inferior & nadadoresPruebas$tiempo_hhmm <= limite_superior)Bien, dividida ya nuestras pruebas en la sesion matinal y la vespertina, veamos un resumen de los datos:
dim(pruebasMatinales)## [1] 2113 22dim(pruebasVespertinas)## [1] 693 22De aquí observamos que, mientras que por las mañanas se nada un 75% de las pruebas del mundial, por las tardes sólo se nada un 25%. Veamos si hay alguna variable que nos pueda ayudar:
print("Resumen de rondas nadadas en sesiones matinales.")## [1] "Resumen de rondas nadadas en sesiones matinales."summary(pruebasMatinales$round)## FIN PRE SEM SOP SOS
## 0 2111 0 2 0print("Resumen de rondas nadadas en sesiones vespertinas.")## [1] "Resumen de rondas nadadas en sesiones vespertinas."summary(pruebasVespertinas$round)## FIN PRE SEM SOP SOS
## 271 0 416 0 6Luego podemos concluir que, el formato que sigue el mundial de Kazán 2015 es, nadar por las mañanas las series preliminares de cada prueba, mientras que por las tardes sólo nadan los nadadores clasificados a semifinales y finales.
Estudio sobre la variable distancia y su asociación con los tipos de nado.
A continuación, nos preguntamos, ¿existen pruebas por cada estilo y cada distancia? Es decir, al haber 5 estilos y 6 distancias, ¿hay 30 pruebas distintas? Vamos a responder a la pregunta analizando el dataframe nadadoresPruebas:
Para analizar la relación entre las distancias y los estilos de nado en este conjunto de datos, examinaremos cómo se distribuyen los distintos estilos (BACK, BREAST, FLY, FREE, MEDLEY) en función de la distancia recorrida en metros (50, 100, 200, 400, 800, 1500).
distancia_stroke <- table(nadadoresPruebas$distance, nadadoresPruebas$stroke)
print(distancia_stroke)##
## BACK BREAST FLY FREE MEDLEY
## 50 169 200 192 279 0
## 100 182 195 192 253 0
## 200 129 152 127 190 136
## 400 0 0 0 133 92
## 800 0 0 0 100 0
## 1500 0 0 0 85 0A partir de la tabla proporcionada, se observa lo siguiente:
En 50 y 100 metros, se nadan 4 estilos. (BACK, BREAST, FLY, FREE). No se nada MEDLEY ya que, al ser un mundial en piscina de 50m, no podemos cumplir que se nade como mínimo un largo a cada estilo, ya que en estas pruebas sólo se nada 1 o 2 largos en total.
En las pruebas contempladas para 200m, entran los 5 estilos. (BACK, BREAST, FLY, FREE).
En la distancia de 400m, sólo hay 2 pruebas. 400m Medley y 400m Free.
En 800 y 1500m, sólo hay 1 prueba respectivamente, cuyo estilo (stroke) es libre (FREE)
Estas conclusiones se ven muy claras en el siguiente gráfico:
ggplot(nadadoresPruebas, aes(x = factor(distance), y = stroke)) +
geom_count(aes(color = ..n.., size = ..n..)) + # Color y tamaño según la frecuencia
scale_color_viridis_c(option = "D") + # Paleta continua para daltónicos
labs(
x = "Distancia",
y = "Estilo de Nado",
size = "Frecuencia",
color = "Frecuencia"
) +
ggtitle("Frecuencia de Estilos de Nado según la Distancia") +
theme_minimal()
Además, podemos observar que contra más larga es la prueba, menos frecuencia tiene, es decir, menos nadadores participan. Esto tiene sentido ya que, si participasen los mismos nadadores en una prueba de 50 metros que en una de 1500, entonces las sesiones durarían todo el día o incluso habría que extender los días que comprenden el mundial.
Ahora nos preguntamos, ¿hay las mismas pruebas para mujeres y hombres?
Primero, crearemos subconjuntos de datos para cada género.
# Filtrar los datos por género
nadadoresFemeninas <- subset(nadadoresPruebas, gender == "F")
nadadoresMasculinos <- subset(nadadoresPruebas, gender == "M")#género femenino
nadadorasPruebas<- nadadoresPruebas[nadadoresPruebas$gender=="F", ]
ggplot(nadadorasPruebas, aes(x = factor(distance), y = stroke)) +
geom_count(aes(color = ..n.., size = ..n..)) + # Color y tamaño según la frecuencia
scale_color_viridis_c(option = "D") + # Paleta continua para daltónicos
labs(
x = "Distancia",
y = "Estilo de Nado",
size = "Frecuencia",
color = "Frecuencia"
) +
ggtitle("Frecuencia de Estilos de Nado según la Distancia para Mujeres") +
theme_minimal()
nadadoresPruebasM<- nadadoresPruebas[nadadoresPruebas$gender=="M", ]
ggplot(nadadoresPruebasM, aes(x = factor(distance), y = stroke)) +
geom_count(aes(color = ..n.., size = ..n..)) + # Color y tamaño según la frecuencia
scale_color_viridis_c(option = "D") + # Paleta continua para daltónicos
labs(
x = "Distancia",
y = "Estilo de Nado",
size = "Frecuencia",
color = "Frecuencia"
) +
ggtitle("Frecuencia de Estilos de Nado según la Distancia para Hombres") +
theme_minimal()
Parece que todo está funcionando como esperábamos, tanto en el análisis conjunto como en los análisis individuales. Esto confirma que los resultados son consistentes y los datos están bien estructurados para las pruebas.
Estudio sobre la relación entre la edad de los nadadores y las distancias que nadan.
A continuación, vamos a tratar de estudiar si existe algún tipo de relación entre la edad que tienen los nadadores y las pruebas que nadan. Para ello, voy a clasificar en 4 grupos: - Grupo 1: Menores de 18. - Grupo 2: Entre 19 y 24 años. - Grupo 3: Entre 25 y 29 años. - Grupo 4: Mayores de 30 años.
Para ello, vamos a crear una nueva variable en nuestro dataframe nadadoresPruebas:
nadadoresPruebas$grupo_edad <- cut(
nadadoresPruebas$edad,
breaks = c(-Inf, 18, 24, 29, Inf),
labels = c(1, 2, 3, 4),
right = FALSE
)Bien, una vez creada la nueva variable, ahora voy a construir una tabla que, para cada distancia, ponga el número de nadadores que nada esa prueba.
# Contar el número de nadadores en cada grupo de edad y distancia
tabla_grupos <- nadadoresPruebas %>%
group_by(grupo_edad, distance) %>%
summarise(num_nadadores = n(), .groups = 'drop')
# Convertir a una tabla de contingencia para que los grupos de edad sean filas y las distancias columnas
tabla_final <- tidyr::pivot_wider(tabla_grupos, names_from = distance, values_from = num_nadadores, values_fill = list(num_nadadores = 0))
# Ver la tabla resultante
print(tabla_final)## # A tibble: 4 × 7
## grupo_edad `50` `100` `200` `400` `800` `1500`
## <fct> <int> <int> <int> <int> <int> <int>
## 1 1 115 102 67 26 13 10
## 2 2 432 452 436 145 66 55
## 3 3 236 220 201 52 20 17
## 4 4 57 48 30 2 1 3Vamos ahora a calcular en porcentaje sobre el total de cada grupo, el porcentaje de nadadores que nadan cada prueba agrupado por grupo de edad. Para ello:
# Calcular el total de nadadores por grupo de edad
total_por_grupo <- rowSums(tabla_final[, -1])
# Calcular el porcentaje y añadirlo a la tabla
tabla_porcentajes <- tabla_final %>%
mutate(across(-grupo_edad, ~ . / total_por_grupo[grupo_edad] * 100))
# Ver la tabla de porcentajes
print(tabla_porcentajes)## # A tibble: 4 × 7
## grupo_edad `50` `100` `200` `400` `800` `1500`
## <fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 1 34.5 30.6 20.1 7.81 3.90 3.00
## 2 2 27.2 28.5 27.5 9.14 4.16 3.47
## 3 3 31.6 29.5 26.9 6.97 2.68 2.28
## 4 4 40.4 34.0 21.3 1.42 0.709 2.13Si observo esta tabla, puedo ver que, los menores de 18 años nadan en general más pruebas de 50 y 100 metros. En las edades medias, hay una distribución muy igual para las pruebas tanto de 50, 100 y 200 metros.
A continuación, vamos a evaluar el porcentaje de nadadores de cada grupo por prueba compardo con los nadadores totales que hubo en dicha prueba. Es decir, la siguiente gráfica:
# Calcular los porcentajes de cada columna sobre la suma total de la columna
tabla_porcentajes2 <- tabla_grupos %>%
group_by(distance) %>%
mutate(
porcentaje_columna = (num_nadadores / sum(num_nadadores)) * 100 # Porcentaje sobre la suma de la columna
) %>%
ungroup()
# Ver la tabla resultante con los porcentajes por columna
print(tabla_porcentajes2)## # A tibble: 24 × 4
## grupo_edad distance num_nadadores porcentaje_columna
## <fct> <int> <int> <dbl>
## 1 1 50 115 13.7
## 2 1 100 102 12.4
## 3 1 200 67 9.13
## 4 1 400 26 11.6
## 5 1 800 13 13
## 6 1 1500 10 11.8
## 7 2 50 432 51.4
## 8 2 100 452 55.0
## 9 2 200 436 59.4
## 10 2 400 145 64.4
## # ℹ 14 more rowsAquí, observamos que sobre el total de nadadores, la distancia que menos nada el grupo 1 es el 200. Sobre el total, las pruebas que en porcentaje nadan menos el grupo 2 son los 50 y los 100.El grupo 3, tiende a nadar pruebas más cortas en lugar de largas. Y el último grupo también.
Luego, podríamos concluir que la distribución para los menores de 18 años es bastante simétrica, es decir, son aptos para nadar cualquier tipo de prueba. Para los del grupo 2, nadan en menos proporción pruebas explosivas como el 50 y 100 y es más frecuente verlos en distancias un poco mayores, esto es razonable ya que el pico de rendimiento en los nadadores se alcanza en las edades de este segundo grupo, luego están más y mejor preparados para nadar distancias más largas. Para el grupo 3 y 4, las distancias largas y de resistencia ya no son pruebas en las que destaquen (en general), por ello, tienden a ser nadadores que nadan pruebas cortas.
Estudio sobre la variable round.
A continuación, vamos a intentar entender más sobre la variable ronda. Para ello, primero vemos un resumen:
summary(datos2015$round)## FIN PRE SEM SOP SOS
## 1474 8846 1022 4 18Observamos que toma 5 posibles valores, tenemos controlados tanto FIN (final), como PRE (preliminar) y SEM (semifinal). Pero SOP y SOS no parece tan claro saber qué es. Vamos a comenzar dejando de lado SOP y SOS, nos vamos a centrar en controlar los otros 3 valores.
¿Cuántos nadadores nadan cada ronda?
Una pregunta natural podría ser, ¿cuántos nadadores pasan de ronda? ¿Todos? Está claro que al ver que por la mañana en preliminares nadan el 75% y por las tardes son semifinales y finales y son un 25%. Veamoslo con distintas pruebas:
50 libre femenino:
Seleccionamos las nadadoras que nadaron preliminares en el 50 libre femenino:
free50PrelimWomens<- nadadoresPruebas[nadadoresPruebas$round=="PRE" & nadadoresPruebas$distance==50 & nadadoresPruebas$stroke=="FREE" & nadadoresPruebas$gender=="F", ]
head(free50PrelimWomens,10)## athleteid lastname firstname gender name code eventid
## 16 105101 TUDO CUBELLS NADIA F Andorra AND 34
## 18 100518 NOBREGA ANA F Angola ANG 34
## 51 101948 VASILYAN MONIKA F Armenia ARM 34
## 58 100557 PONSON ALLYSON ROXANNE F Aruba ARU 34
## 77 100537 CAMPBELL BRONTE F Australia AUS 34
## 85 100631 CAMPBELL CATE F Australia AUS 34
## 193 110859 KOSCHISCHEK BIRGIT F Austria AUT 34
## 205 113565 ALKARAMOVA FATIMA F Azerbaijan AZE 34
## 211 102356 VANDERPOOL-WALLACE ARIANNA F Bahamas BAH 34
## 222 105108 AKTAR SONIA F Bangladesh BAN 34
## heat lane points reactiontime swimtime split cumswimtime splitdistance
## 16 5 2 608 0.71 28.00 1 28.00 50
## 18 5 7 607 0.76 28.02 1 28.02 50
## 51 7 8 633 0.78 27.63 1 27.63 50
## 58 7 4 726 0.67 26.40 1 26.40 50
## 77 12 5 882 0.69 24.74 1 24.74 50
## 85 12 4 919 0.82 24.40 1 24.40 50
## 193 12 9 795 0.64 25.61 1 25.61 50
## 205 5 0 577 0.81 28.50 1 28.50 50
## 211 10 5 916 0.61 24.43 1 24.43 50
## 222 2 3 453 0.70 30.89 1 30.89 50
## daytime round distance stroke splitswimtime edad
## 16 930 PRE 50 FREE 28.00 18
## 18 930 PRE 50 FREE 28.02 24
## 51 930 PRE 50 FREE 27.63 19
## 58 930 PRE 50 FREE 26.40 19
## 77 930 PRE 50 FREE 24.74 21
## 85 930 PRE 50 FREE 24.40 23
## 193 930 PRE 50 FREE 25.61 28
## 205 930 PRE 50 FREE 28.50 13
## 211 930 PRE 50 FREE 24.43 25
## 222 930 PRE 50 FREE 30.89 18Ahora, vamos a hacer el ranking de resultados de esta prueba, para ello:
free50PrelimWomens<-free50PrelimWomens[order(free50PrelimWomens$swimtime), ]
dim(free50PrelimWomens)## [1] 115 21Observamos que hubo 119 nadadoras que nadaron las preliminares del 50 libres. Veamos ahora cuántas nadaron las semifinales:
free50SemisWomens<-nadadoresPruebas[nadadoresPruebas$round=="SEM" & nadadoresPruebas$distance==50 & nadadoresPruebas$stroke=="FREE" & nadadoresPruebas$gender=="F", ]Antes de ordenarlas, veamos cuántas filas tengo en mi nuevo data frame:
dim(free50SemisWomens)## [1] 16 21Es decir, de 119, sólo se clasificaron 16. Veamos si fueron las 16 primeras. Para ello, voy a coger las 16 primeras de las prelims, voy ahora a ordenarlas por athleteid, y hacer lo mismo con las de las semifinales, a ver si coincide:
free50PrelimWomens<-head(free50PrelimWomens, 16)
#Ordeno:
free50PrelimWomens<-free50PrelimWomens[order(free50PrelimWomens$athleteid), ]
free50SemisWomens<-free50SemisWomens[order(free50SemisWomens$athleteid), ]
free50PrelimWomens## athleteid lastname firstname gender name code
## 77 100537 CAMPBELL BRONTE F Australia AUS
## 85 100631 CAMPBELL CATE F Australia AUS
## 2423 100728 SJOSTROM SARAH F Sweden SWE
## 442 101166 VAN LANDEGHEM CHANTAL JEAN F Canada CAN
## 360 101198 MEDEIROS ETIENE F Brazil BRA
## 741 101408 BLUME PERNILLE F Denmark DEN
## 1117 101550 BRANDT DOROTHEA F Germany GER
## 1885 101698 KROMOWIDJOJO RANOMI F Netherlands NED
## 1023 101764 HALSALL FRAN F Great Britain GBR
## 759 101868 OTTESEN JEANETTE F Denmark DEN
## 211 102356 VANDERPOOL-WALLACE ARIANNA F Bahamas BAH
## 2597 105575 MANUEL SIMONE F United States USA
## 958 110207 SANTAMANS ANNA F France FRA
## 599 110589 LIU XIANG F China CHN
## 2211 110853 KAMENEVA MARIIA F Russia RUS
## 487 118570 WILLIAMS MICHELLE F Canada CAN
## eventid heat lane points reactiontime swimtime split cumswimtime
## 77 34 12 5 882 0.69 24.74 1 24.74
## 85 34 12 4 919 0.82 24.40 1 24.40
## 2423 34 10 4 905 0.67 24.53 1 24.53
## 442 34 11 2 861 0.71 24.94 1 24.94
## 360 34 11 3 858 0.64 24.97 1 24.97
## 741 34 11 6 841 0.67 25.14 1 25.14
## 1117 34 10 6 885 0.69 24.71 1 24.71
## 1885 34 11 5 895 0.67 24.62 1 24.62
## 1023 34 11 4 876 0.67 24.80 1 24.80
## 759 34 12 3 891 0.65 24.66 1 24.66
## 211 34 10 5 916 0.61 24.43 1 24.43
## 2597 34 10 3 864 0.67 24.91 1 24.91
## 958 34 12 7 865 0.60 24.90 1 24.90
## 599 34 12 8 873 0.76 24.82 1 24.82
## 2211 34 10 8 837 0.68 25.18 1 25.18
## 487 34 11 8 842 0.70 25.13 1 25.13
## splitdistance daytime round distance stroke splitswimtime edad
## 77 50 930 PRE 50 FREE 24.74 21
## 85 50 930 PRE 50 FREE 24.40 23
## 2423 50 930 PRE 50 FREE 24.53 22
## 442 50 930 PRE 50 FREE 24.94 21
## 360 50 930 PRE 50 FREE 24.97 24
## 741 50 930 PRE 50 FREE 25.14 21
## 1117 50 930 PRE 50 FREE 24.71 31
## 1885 50 930 PRE 50 FREE 24.62 25
## 1023 50 930 PRE 50 FREE 24.80 25
## 759 50 930 PRE 50 FREE 24.66 27
## 211 50 930 PRE 50 FREE 24.43 25
## 2597 50 930 PRE 50 FREE 24.91 19
## 958 50 930 PRE 50 FREE 24.90 22
## 599 50 930 PRE 50 FREE 24.82 18
## 2211 50 930 PRE 50 FREE 25.18 16
## 487 50 930 PRE 50 FREE 25.13 24free50SemisWomens## athleteid lastname firstname gender name code
## 78 100537 CAMPBELL BRONTE F Australia AUS
## 86 100631 CAMPBELL CATE F Australia AUS
## 2424 100728 SJOSTROM SARAH F Sweden SWE
## 443 101166 VAN LANDEGHEM CHANTAL JEAN F Canada CAN
## 361 101198 MEDEIROS ETIENE F Brazil BRA
## 742 101408 BLUME PERNILLE F Denmark DEN
## 1118 101550 BRANDT DOROTHEA F Germany GER
## 1886 101698 KROMOWIDJOJO RANOMI F Netherlands NED
## 1024 101764 HALSALL FRAN F Great Britain GBR
## 760 101868 OTTESEN JEANETTE F Denmark DEN
## 212 102356 VANDERPOOL-WALLACE ARIANNA F Bahamas BAH
## 2598 105575 MANUEL SIMONE F United States USA
## 959 110207 SANTAMANS ANNA F France FRA
## 600 110589 LIU XIANG F China CHN
## 2212 110853 KAMENEVA MARIIA F Russia RUS
## 488 118570 WILLIAMS MICHELLE F Canada CAN
## eventid heat lane points reactiontime swimtime split cumswimtime
## 78 234 2 6 928 0.68 24.32 1 24.32
## 86 234 2 4 940 0.79 24.22 1 24.22
## 2424 234 2 5 930 0.67 24.31 1 24.31
## 443 234 1 7 906 0.69 24.52 1 24.52
## 361 234 2 1 852 0.63 25.03 1 25.03
## 742 234 2 8 862 0.67 24.93 1 24.93
## 1118 234 1 3 881 0.73 24.75 1 24.75
## 1886 234 1 5 939 0.70 24.23 1 24.23
## 1024 234 1 6 908 0.67 24.50 1 24.50
## 760 234 2 3 896 0.65 24.61 1 24.61
## 212 234 1 4 922 0.62 24.38 1 24.38
## 2598 234 2 7 911 0.66 24.47 1 24.47
## 959 234 1 2 862 0.60 24.93 1 24.93
## 600 234 2 2 878 0.73 24.78 1 24.78
## 2212 234 1 8 858 0.69 24.97 1 24.97
## 488 234 1 1 871 0.68 24.84 1 24.84
## splitdistance daytime round distance stroke splitswimtime edad
## 78 50 1828 SEM 50 FREE 24.32 21
## 86 50 1828 SEM 50 FREE 24.22 23
## 2424 50 1828 SEM 50 FREE 24.31 22
## 443 50 1828 SEM 50 FREE 24.52 21
## 361 50 1828 SEM 50 FREE 25.03 24
## 742 50 1828 SEM 50 FREE 24.93 21
## 1118 50 1828 SEM 50 FREE 24.75 31
## 1886 50 1828 SEM 50 FREE 24.23 25
## 1024 50 1828 SEM 50 FREE 24.50 25
## 760 50 1828 SEM 50 FREE 24.61 27
## 212 50 1828 SEM 50 FREE 24.38 25
## 2598 50 1828 SEM 50 FREE 24.47 19
## 959 50 1828 SEM 50 FREE 24.93 22
## 600 50 1828 SEM 50 FREE 24.78 18
## 2212 50 1828 SEM 50 FREE 24.97 16
## 488 50 1828 SEM 50 FREE 24.84 24Luego, podemos observar claramente que, las 16 primeras de las preliminares, consiguieron clasificarse a las semifinales. Hagamos el mismo trabajo con el dataframe free50SemisWomens para ver cuántas nadadoras se clasificaron en la final:
free50SemisWomens<-free50SemisWomens[order(free50SemisWomens$swimtime), ]Al igual que antes, confeccionamos el dataframe de la final:
free50FinalWomens<-nadadoresPruebas[nadadoresPruebas$round=="FIN" & nadadoresPruebas$distance==50 & nadadoresPruebas$stroke=="FREE" & nadadoresPruebas$gender=="F", ]
dim(free50FinalWomens)## [1] 8 21Observamos que hay 8, luego las 8 primeras se clasificaron a la final.
¿Se nadan las 3 rondas en cada prueba?
Esta cuestión nos surge ya que, algunas pruebas requieren más esfuerzo y el tiempo de descanso para la recuperación total es más largo, por ello alomejor hay pruebas en las que sólo hay 1 ronda, o 2, o esta suposición es falsa y en cada prueba se nadan 3 rondas. Para ello, echemos un cálculo inicial. Hay 2 géneros, pruebas de 50, 100, 200, 400, 800 y 1500 metros. Veamos qué valores toman las rondas en cada una de estas pruebas. Para ello:
print("Rondas que se nadan en las pruebas de 50 metros: ")## [1] "Rondas que se nadan en las pruebas de 50 metros: "summary(nadadoresPruebas[nadadoresPruebas$distance==50, ]$round)## FIN PRE SEM SOP SOS
## 64 646 128 0 2print("Rondas que se nadan en las pruebas de 100 metros:")## [1] "Rondas que se nadan en las pruebas de 100 metros:"summary(nadadoresPruebas[nadadoresPruebas$distance==100, ]$round)## FIN PRE SEM SOP SOS
## 64 628 128 2 0print("Rondas que se nadan en las pruebas de 200 metros:")## [1] "Rondas que se nadan en las pruebas de 200 metros:"summary(nadadoresPruebas[nadadoresPruebas$distance==200, ]$round)## FIN PRE SEM SOP SOS
## 80 490 160 0 4print("Rondas que se nadan en las pruebas de 400 metros:")## [1] "Rondas que se nadan en las pruebas de 400 metros:"summary(nadadoresPruebas[nadadoresPruebas$distance==400, ]$round)## FIN PRE SEM SOP SOS
## 32 193 0 0 0print("Rondas que se nadan en las pruebas de 800 metros:")## [1] "Rondas que se nadan en las pruebas de 800 metros:"summary(nadadoresPruebas[nadadoresPruebas$distance==800, ]$round)## FIN PRE SEM SOP SOS
## 16 84 0 0 0print("Rondas que se nadan en las pruebas de 1500 metros:")## [1] "Rondas que se nadan en las pruebas de 1500 metros:"summary(nadadoresPruebas[nadadoresPruebas$distance==1500, ]$round)## FIN PRE SEM SOP SOS
## 15 70 0 0 0Luego, observamos que en las pruebas de 400, 800 y 1500 metros no hay semifinales, tan sólo una ronda preliminar y una ronda final.
También podemos sacar conclusiones gracias al estudio hecho en el apartado anterior. En los 50 por ejemplo, hay 128 nadadores que nadan semifinales, hay dos géneros, luego 64 nadadores por género nadaron semifinales, además, hay 4 estilos, luego 16 nadadores nadaron las semifinales de cada prueba, lo cual concuerda con lo visto anteriormente.
Destaca a la vista que, en las pruebas de 200 metros, hay más nadadores. ¿Por qué sucede esto?. Veamos:
print("Estilos que se nadan en pruebas de 50 metros: ")## [1] "Estilos que se nadan en pruebas de 50 metros: "summary(nadadoresPruebas[nadadoresPruebas$distance==50, ]$stroke)## BACK BREAST FLY FREE MEDLEY
## 169 200 192 279 0print("Estilos que se nadan en pruebas de 200 metros:")## [1] "Estilos que se nadan en pruebas de 200 metros:"summary(nadadoresPruebas[nadadoresPruebas$distance==200, ]$stroke)## BACK BREAST FLY FREE MEDLEY
## 129 152 127 190 136Hay más nadadores que nadan semifinales puesto que hay 5 pruebas, no 4. Si echamos los cálculos, 160/(2*5)=16 nadadores, igual que en las demás.
Se puede ver de manera análoga que nadan 8 nadadores cada final.
Ahora, ya que hemos analizado a fondo qué sucede con las finales, semifinales y preliminares, vamos a ver qué significan los otros dos valores que toma la variable round.
Rondas SOP
Bien, primeramente, vamos a observar las filas tales que toman ese valor. Lo hacemos de la siguiente manera:
datosSOP<-datos2015[datos2015$round=="SOP",]
datosSOP## athleteid lastname firstname gender name code eventid
## 3220 101910 OSMAN FARIDA HISHAM AHMED F Egypt EGY 301
## 3221 101910 OSMAN FARIDA HISHAM AHMED F Egypt EGY 301
## 4448 120441 KELLY RACHAEL ELIZABETH F Great Britain GBR 301
## 4449 120441 KELLY RACHAEL ELIZABETH F Great Britain GBR 301
## heat lane points reactiontime swimtime split cumswimtime splitdistance
## 3220 1 5 888 0.72 58.22 1 27.29 50
## 3221 1 5 888 0.72 58.22 2 58.22 100
## 4448 1 4 891 0.66 58.17 1 27.60 50
## 4449 1 4 891 0.66 58.17 2 58.17 100
## daytime round distance stroke splitswimtime edad
## 3220 1156 SOP 100 FLY 27.29 20
## 3221 1156 SOP 100 FLY 30.93 20
## 4448 1156 SOP 100 FLY 27.60 21
## 4449 1156 SOP 100 FLY 30.57 21Observamos 4 filas, que se trata, viendo que es el mismo eventid, de una prueba que nadan sólo 2 nadadoras, Osman y Kelly. En este caso, un 100 mariposa. Es curioso que estas dos nadadoras naden una sóla prueba. Además, nadaron a las 11:56, por la mañana, donde sólo se nadan preliminares. Vamos a ver si descubrimos algo viendo la clasificación de ese 100 mariposa en la ronda preliminar:
fly100PREWomen<-nadadoresPruebas[nadadoresPruebas$distance==100 & nadadoresPruebas$stroke=="FLY" & nadadoresPruebas$round=="PRE" & nadadoresPruebas$gender=="F", ]
#Ahora ordenamos por tiempo
fly100PREWomen<-fly100PREWomen[order(fly100PREWomen$swimtime), ]
#Las ordeno
rownames(fly100PREWomen) <- 1:nrow(fly100PREWomen)
head(fly100PREWomen,20)## athleteid lastname firstname gender name code eventid
## 1 100728 SJOSTROM SARAH F Sweden SWE 1
## 2 101868 OTTESEN JEANETTE F Denmark DEN 1
## 3 101955 DEKKER INGE F Netherlands NED 1
## 4 102558 LU YING F China CHN 1
## 5 101207 SAVARD KATERINE F Canada CAN 1
## 6 101905 WENK ALEXANDRA NATHALIE F Germany GER 1
## 7 105628 STEWART KENDYL F United States USA 1
## 8 100650 MCKEON EMMA F Australia AUS 1
## 9 100399 AN SEHYEON F Korea KOR 1
## 10 105257 GROVES MADELINE F Australia AUS 1
## 11 102476 CHEN XINYI F China CHN 1
## 12 100611 THOMAS NOEMIE F Canada CAN 1
## 13 100896 BUYS KIMBERLY F Belgium BEL 1
## 14 101847 BIANCHI ILARIA F Italy ITA 1
## 15 100505 HOSHI NATSUMI F Japan JPN 1
## 16 101910 OSMAN FARIDA HISHAM AHMED F Egypt EGY 1
## 17 120441 KELLY RACHAEL ELIZABETH F Great Britain GBR 1
## 18 100567 DE PAULA DAYNARA F Brazil BRA 1
## 19 102246 LOWE JEMMA LOUISE F Great Britain GBR 1
## 20 105661 DONAHUE CLAIRE F United States USA 1
## heat lane points reactiontime swimtime split cumswimtime splitdistance
## 1 7 4 974 0.67 56.47 1 26.54 50
## 2 6 4 908 0.70 57.79 1 26.80 50
## 3 5 5 907 0.70 57.82 1 26.37 50
## 4 7 2 906 0.72 57.84 1 26.92 50
## 5 5 4 900 0.67 57.96 1 26.91 50
## 6 6 7 896 0.68 58.05 1 27.57 50
## 7 5 6 896 0.76 58.06 1 26.39 50
## 8 7 5 893 0.77 58.12 1 27.21 50
## 9 7 1 888 0.69 58.24 1 27.19 50
## 10 6 5 884 0.75 58.31 1 27.41 50
## 11 6 6 883 0.73 58.34 1 27.50 50
## 12 7 7 883 0.63 58.35 1 26.93 50
## 13 7 8 882 0.75 58.36 1 26.95 50
## 14 6 3 882 0.66 58.37 1 27.13 50
## 15 7 0 877 0.64 58.47 1 27.59 50
## 16 6 9 877 0.74 58.48 1 26.94 50
## 17 5 3 877 0.70 58.48 1 27.40 50
## 18 5 1 872 0.65 58.59 1 27.50 50
## 19 5 2 865 0.67 58.74 1 27.51 50
## 20 6 2 864 0.71 58.77 1 26.72 50
## daytime round distance stroke splitswimtime edad
## 1 930 PRE 100 FLY 26.54 22
## 2 930 PRE 100 FLY 26.80 27
## 3 930 PRE 100 FLY 26.37 30
## 4 930 PRE 100 FLY 26.92 26
## 5 930 PRE 100 FLY 26.91 22
## 6 930 PRE 100 FLY 27.57 20
## 7 930 PRE 100 FLY 26.39 21
## 8 930 PRE 100 FLY 27.21 21
## 9 930 PRE 100 FLY 27.19 19
## 10 930 PRE 100 FLY 27.41 20
## 11 930 PRE 100 FLY 27.50 17
## 12 930 PRE 100 FLY 26.93 19
## 13 930 PRE 100 FLY 26.95 26
## 14 930 PRE 100 FLY 27.13 25
## 15 930 PRE 100 FLY 27.59 25
## 16 930 PRE 100 FLY 26.94 20
## 17 930 PRE 100 FLY 27.40 21
## 18 930 PRE 100 FLY 27.50 26
## 19 930 PRE 100 FLY 27.51 25
## 20 930 PRE 100 FLY 26.72 26Si busco a Osman y Kelly en el anterior dataframe, observo que se encuentran en el puesto 16 y 17 respectivamente y que, hicieron el mismo tiempo. Luego tiene sentido razonar que, las rondas SOP son rondas de desempate para ver quién pasa a la siguiente ronda.
Rondas SOS
Viendo el razonamiento de las rondas SOP, intuimos que las rondas SOS deben ser rondas de desempate entre nadadores de las semifinales. De todas maneras, vamos a verlo. Para ello, si nos fijamos en una de los dataframes anteriores, en la prueba de 200 metros había 4 nadadores que nadan la ronda SOS. Vamos a visualizarlo:
datosSOS<-nadadoresPruebas[nadadoresPruebas$round=="SOS" & nadadoresPruebas$distance==200, ]
datosSOS## athleteid lastname firstname gender name code eventid heat
## 528 102550 SHI JINGLIN F China CHN 425 1
## 1010 101595 PAVONI ROBERTO M Great Britain GBR 421 1
## 1368 100918 LUTHERSDOTTIR HRAFNHILDUR F Iceland ISL 425 1
## 2605 105576 DWYER CONOR M United States USA 421 1
## lane points reactiontime swimtime split cumswimtime splitdistance daytime
## 528 4 906 0.74 143.75 1 33.66 50 1943
## 1010 5 895 0.66 118.26 1 25.81 50 1942
## 1368 5 881 0.71 145.11 1 32.79 50 1943
## 2605 4 897 0.66 118.18 1 25.27 50 1942
## round distance stroke splitswimtime edad
## 528 SOS 200 BREAST 33.66 22
## 1010 SOS 200 MEDLEY 25.81 24
## 1368 SOS 200 BREAST 32.79 24
## 2605 SOS 200 MEDLEY 25.27 26Vemos que se nadaron dos rondas SOS, una para la prueba de 200m braza femenino, y otra para la prueba de 200 estilos masculino. Elijamos el 200 estilos masculino, visualicemos el ranking de las semifinales y veamos si están Roberto Pavoni y Conor Dwyer empatados en el 8vo y 9no puesto:
medley200SEM<-nadadoresPruebas[nadadoresPruebas$round=="SEM" & nadadoresPruebas$distance==200 & nadadoresPruebas$gender=="M" & nadadoresPruebas$stroke=="MEDLEY", ]
#Ahora, ordeno igual que antes:
medley200SEM<-medley200SEM[order(medley200SEM$swimtime), ]
#Las ordeno
rownames(medley200SEM) <- 1:nrow(medley200SEM)
medley200SEM## athleteid lastname firstname gender name code
## 1 105655 LOCHTE RYAN M United States USA
## 2 103260 WANG SHUN M China CHN
## 3 100891 PEREIRA THIAGO M Brazil BRA
## 4 101437 WALLACE DANIEL JOHN M Great Britain GBR
## 5 101240 SJODIN SIMON M Sweden SWE
## 6 110224 CIESLAK MARCIN M Poland POL
## 7 101164 RODRIGUES HENRIQUE M Brazil BRA
## 8 101595 PAVONI ROBERTO M Great Britain GBR
## 9 105576 DWYER CONOR M United States USA
## 10 101229 FRASER-HOLMES THOMAS M Australia AUS
## 11 100840 TOUMARKIN YAKOV YAN M Israel ISR
## 12 105209 DESPLANCHES JEREMY M Switzerland SUI
## 13 110782 VAZAIOS ANDREAS M Greece GRE
## 14 100478 SETO DAIYA M Japan JPN
## 15 100980 CARVALHO DIOGO M Portugal POR
## 16 101493 HUSSEIN MOHAMED KHALED MOHAMED M Egypt EGY
## eventid heat lane points reactiontime swimtime split cumswimtime
## 1 221 2 4 929 0.68 116.81 1 24.80
## 2 221 2 5 923 0.64 117.07 1 24.91
## 3 221 1 6 917 0.69 117.33 1 25.23
## 4 221 1 4 907 0.71 117.77 1 25.27
## 5 221 1 7 899 0.70 118.10 1 25.40
## 6 221 2 8 897 0.69 118.20 1 25.63
## 7 221 1 3 891 0.70 118.45 1 25.63
## 8 221 2 2 889 0.67 118.54 1 26.10
## 9 221 1 5 889 0.65 118.54 1 25.51
## 10 221 2 1 882 0.67 118.83 1 24.87
## 11 221 1 1 882 0.77 118.86 1 25.08
## 12 221 1 2 871 0.65 119.35 1 25.56
## 13 221 2 3 867 0.70 119.53 1 25.99
## 14 221 2 6 856 0.62 120.05 1 25.77
## 15 221 2 7 850 0.70 120.31 1 25.92
## 16 221 1 8 827 0.74 121.41 1 25.98
## splitdistance daytime round distance stroke splitswimtime edad
## 1 50 1845 SEM 200 MEDLEY 24.80 31
## 2 50 1845 SEM 200 MEDLEY 24.91 21
## 3 50 1845 SEM 200 MEDLEY 25.23 29
## 4 50 1845 SEM 200 MEDLEY 25.27 22
## 5 50 1845 SEM 200 MEDLEY 25.40 28
## 6 50 1845 SEM 200 MEDLEY 25.63 23
## 7 50 1845 SEM 200 MEDLEY 25.63 24
## 8 50 1845 SEM 200 MEDLEY 26.10 24
## 9 50 1845 SEM 200 MEDLEY 25.51 26
## 10 50 1845 SEM 200 MEDLEY 24.87 23
## 11 50 1845 SEM 200 MEDLEY 25.08 23
## 12 50 1845 SEM 200 MEDLEY 25.56 21
## 13 50 1845 SEM 200 MEDLEY 25.99 21
## 14 50 1845 SEM 200 MEDLEY 25.77 21
## 15 50 1845 SEM 200 MEDLEY 25.92 27
## 16 50 1845 SEM 200 MEDLEY 25.98 23Y efectivamente, empataron con un tiempo de 118.54 segundos, luego SOS equivale a las rondas de desempate producidas en las rondas semifinales. Además, observamos que se realizan por las tardes.
Luego, ya hemos resuelto las dudas acerca de Round.
Estudios relacionados con los puntos.
Veamos las posibles relaciones de puntos con las demás variables:
Antes de ello, vamos a tener que eliminar de este estudio a los nadadores descalificados (es decir, los que tienen NA points).
nadadoresPruebas <- nadadoresPruebas %>% filter(!is.na(nadadoresPruebas$points))Mejor nadador por prueba nadada. MVP de los mundiales.
Veamos ahora cómo se distribuyen los puntos.
ggplot(nadadoresPruebas, aes(x = points)) +
geom_density(fill = viridis(1, option = "D"), color = "black", alpha = 0.8) + # Color accesible
ggtitle("Distribución de Puntos") +
labs(x = "Puntos", y = "Densidad") + # Etiquetas descriptivas
theme_minimal(base_size = 14) + # Tema limpio y texto más grande
theme(
plot.title = element_text(hjust = 0.5, face = "bold"), # Centrar título
axis.text = element_text(size = 12),
axis.title = element_text(size = 14)
)
Observamos que la mayoría de puntos se encuentran a partir de los 750/800 puntos, y esto, tiene sentido si razonamos que para entrar a los mundiales de natación, se necesitan unas marcas mínimas (una cantidad de puntos preestablecida). Luego es normal encontrar una gran cantidad de datos que tengan más de 750 puntos ya que había un “corte” para la inscripción en la competición. Esto hace que la gráfica no esté más distribuida por todos los posibles valores de puntos.
Ahora nos surge la siguiente pregunta: ¿Quién rindió mejor en los campeonatos?.
Podemos buscar el nadador que hizo más puntos:
datos2015[which.max(datos2015$points), ]## athleteid lastname firstname gender name code eventid heat lane
## 10558 105594 LEDECKY KATIE F United States USA 113 1 4
## points reactiontime swimtime split cumswimtime splitdistance daytime
## 10558 1028 0.7 925.48 1 28.37 50 1805
## round distance stroke splitswimtime edad
## 10558 FIN 1500 FREE 28.37 18Observamos que la nadadora que cosechó más puntos en una prueba fue Katie Ledecky en los 1500 metros. Buscando, casualmente observamos que batió el récord[https://www.rtve.es/deportes/20150803/ledecky-bate-record-del-mundo-1500-libres/1193160.shtml] del mundo en dicha prueba.
Ahora, vamos a buscar al nadador que, en promedio, consiguió más puntos, podríamos denominarlo el MVP del Mundial Kazán 2015. Para ello:
#Usamos nadadoresPruebas, donde tenemos cada nadador y la prueba que realizó.
media_puntos <- aggregate(nadadoresPruebas$points ~ nadadoresPruebas$athleteid, data = nadadoresPruebas, FUN = mean)
media_puntos <- media_puntos[order(media_puntos$`nadadoresPruebas$points`, decreasing = TRUE), ]
media_puntos<- rename(media_puntos, "athleteid"="nadadoresPruebas$athleteid")
media_puntos<-rename(media_puntos, "meanPoints"="nadadoresPruebas$points")
head(media_puntos,5)## athleteid meanPoints
## 666 108588 985.5714
## 452 102630 978.2857
## 554 105594 973.1111
## 222 101365 967.3333
## 76 100728 966.7500El atleta con id 108588 es el que hizo más puntos, veamos quien es:
nadadoresPruebas[nadadoresPruebas$athleteid==108588 , ]## athleteid lastname firstname gender name code eventid heat lane
## 1048 108588 PEATY ADAM M Great Britain GBR 6 9 4
## 1049 108588 PEATY ADAM M Great Britain GBR 206 2 4
## 1050 108588 PEATY ADAM M Great Britain GBR 106 1 4
## 1051 108588 PEATY ADAM M Great Britain GBR 14 9 4
## 1052 108588 PEATY ADAM M Great Britain GBR 214 1 4
## 1053 108588 PEATY ADAM M Great Britain GBR 114 1 4
## 1054 108588 PEATY ADAM M Great Britain GBR 26 5 5
## points reactiontime swimtime split cumswimtime splitdistance daytime round
## 1048 996 0.60 58.52 1 27.05 50 1134 PRE
## 1049 1014 0.60 58.18 1 27.21 50 1835 SEM
## 1050 996 0.59 58.52 1 27.20 50 1732 FIN
## 1051 993 0.60 26.68 1 26.68 50 930 PRE
## 1052 1022 0.59 26.42 1 26.42 50 1748 SEM
## 1053 1012 0.57 26.51 1 26.51 50 1810 FIN
## 1054 866 0.61 133.24 1 29.77 50 1033 PRE
## distance stroke splitswimtime edad
## 1048 100 BREAST 27.05 20
## 1049 100 BREAST 27.21 20
## 1050 100 BREAST 27.20 20
## 1051 50 BREAST 26.68 20
## 1052 50 BREAST 26.42 20
## 1053 50 BREAST 26.51 20
## 1054 200 BREAST 29.77 20Luego, el MVP fue el británico Adam Peaty, que nadó 50, 100 y 200 braza. Veamos quiénes fueron los integrantes del podio:
nadadoresParticipantes[nadadoresParticipantes$athleteid==102630 | nadadoresParticipantes$athleteid==105594, ]## athleteid lastname firstname gender name code eventid heat
## 839 102630 VAN DER BURGH CAMERON M South Africa RSA 6 8
## 1036 105594 LEDECKY KATIE F United States USA 5 5
## lane points reactiontime swimtime split cumswimtime splitdistance daytime
## 839 5 993 0.63 58.59 1 27.11 50 1134
## 1036 4 964 0.69 241.73 1 27.79 50 1103
## round distance stroke splitswimtime edad
## 839 PRE 100 BREAST 27.11 27
## 1036 PRE 400 FREE 27.79 18Completaron el podio Cameron Van der Burgh, de Sudáfrica, y Katie Ledecky.
Puntos. Hombres vs Mujeres
A continuación, vamos a comparar los puntos realizados por hombres y mujeres, para ver si podemos sacar alguna conclusión.
Primeramente, vamos a ver la función de densidad:
ggplot(nadadoresPruebas, aes(x = points, colour = gender)) +
geom_density() +
ggtitle("Distribución de Puntos por Sexo") +
labs(x = "Puntos", y = "Densidad") +
scale_colour_viridis(discrete = TRUE, option = "D") + # Paleta accesible
theme_minimal(base_size = 14) + # Tema limpio y texto más grande
theme(
plot.title = element_text(hjust = 0.5, face = "bold"), # Centrar título
axis.text = element_text(size = 12),
axis.title = element_text(size = 14),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
A priori, parece haber dos distribuciones muy igualadas. Tiene sentido ya que, los puntos se definen de manera separada para cada sexo. Es decir, la distribución de los puntos se calculan con un algoritmo que se basa en la distribución de tiempos para esa prueba y ordenada respecto al récord mundial en dicha prueba. Nadadores con puntos cercanos a 1000 son nadadores élite cuyo tiempo está muy cerca del récord mundial. En este caso, hay dos distribuciones por cada prueba, una para las chicas y otra para los chicos, luego tiene sentido que la gráfica anterior sea tan parecida.
Puntos. ¿La edad influye?
Una buena manera de medir el rendimiento con respecto a la edad del nadador, es verlo a través de los puntos obtenidos.
# Resumen de puntos por edad
resumen_puntos <- nadadoresPruebas %>%
group_by(edad, points) %>%
summarise(frecuencia = n(), .groups = 'drop')
# Crear el gráfico de calor
ggplot(resumen_puntos, aes(x = edad, y = points)) +
geom_tile(aes(fill = frecuencia), color = "black") +
# Usar una paleta de colores divergente
scale_fill_gradientn(colors = brewer.pal(9, "Reds"),
limits = c(min(resumen_puntos$frecuencia), max(resumen_puntos$frecuencia))) +
theme_bw() +
labs(title = "Gráfico de Calor: Edades y Puntos Obtenidos",
x = "Edad",
y = "Puntos Obtenidos") +
theme(panel.grid.major = element_blank(),
panel.grid.minor = element_blank())
# Crear una nueva columna que clasifica a los nadadores en grupos de edad
nadadoresPruebas <- nadadoresPruebas %>%
mutate(grupo_edad = case_when(
edad < 18 ~ "Menores de 18",
edad >= 18 & edad <= 30 ~ "Entre 18 y 30",
edad > 30 ~ "Mayores de 30"
))
# Calcular el promedio de puntos por grupo de edad
promedio_puntos <- nadadoresPruebas %>%
group_by(grupo_edad) %>%
summarise(promedio = mean(points, na.rm = TRUE))
# Crear un gráfico de barras para visualizar el promedio de puntos
ggplot(promedio_puntos, aes(x = grupo_edad, y = promedio, fill = grupo_edad)) +
geom_bar(stat = "identity", color = "black") +
scale_fill_brewer(palette = "Reds") + # Cambiar la paleta si es necesario
theme_bw() +
labs(title = "Promedio de Puntos por Grupo de Edad",
x = "Grupo de Edad",
y = "Promedio de Puntos") +
theme(panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
legend.position = "none")
Vamos a comparar los puntos con la edad. Para ello, vamos a dividir en 3 grupos por edades (menores de 18, entre 18 y 30 y mayores de 30) y a comparar el promedio de puntos cosechados por cada franja de edad.
# Mostrar el promedio de puntos en una tabla
promedio_puntos %>%
kable(caption = "Promedio de Puntos por Grupo de Edad",
col.names = c("Grupo de Edad", "Promedio de Puntos"))| Grupo de Edad | Promedio de Puntos |
|---|---|
| Entre 18 y 30 | 817.7603 |
| Mayores de 30 | 806.3182 |
| Menores de 18 | 621.3576 |
En el grupo de edad entre 18 y 30, el promedio de Puntos es 817.76.Este grupo presenta el promedio más alto en comparación con los otros grupos. Esto podría indicar que los nadadores en este rango de edad tienen un rendimiento superior en términos de puntos acumulados. Esto puede ser atribuible a varios factores, como una mayor experiencia. El grupo de Edad Mayores de 30 tiene un promedio de 806.32 puntos. Los nadadores mayores de 30 años tienen un promedio de puntos ligeramente inferior al grupo de 18 a 30 años. Sin embargo, el rendimiento sigue siendo fuerte, lo que sugiere que, aunque pueden enfrentar desafíos relacionados con la edad, muchos continúan siendo competitivos. El grupo de Edad Menores de 18 tiene un promedio de 621.36 puntos. Este grupo muestra el promedio más bajo en comparación con los otros dos. Esto puede ser indicativo de que los nadadores jóvenes aún están en desarrollo y adquiriendo habilidades y experiencia. Es natural que los nadadores más jóvenes, al estar en una etapa temprana de su carrera, acumulen menos puntos.
La diferencia significativa en el rendimiento entre los grupos puede sugerir que la edad tiene un impacto positivo en el rendimiento de los nadadores, al menos hasta cierto punto. Esto también resalta la importancia del entrenamiento y la experiencia que se adquiere con la edad. Es posible que los nadadores más jóvenes tengan que enfocarse en su desarrollo técnico y competitivo para alcanzar a sus contrapartes mayores. Esto podría incluir mejorar sus técnicas de natación, preparación física, y estrategias de carrera.
Realizamos un test para ver si la diferencia es significativa
# Realiza la prueba de Kruskal-Wallis
kruskal_result <- kruskal.test(points ~ grupo_edad, data = nadadoresPruebas)
print(kruskal_result)##
## Kruskal-Wallis rank sum test
##
## data: points by grupo_edad
## Kruskal-Wallis chi-squared = 395.98, df = 2, p-value < 2.2e-16El p-value < 2.2e-16: Este valor p es extremadamente bajo, lo que indica que hay diferencias significativas en los puntos entre al menos uno de los grupos de edad. Dado que el valor p es muy pequeño, puedes rechazar la hipótesis nula, que sostiene que no hay diferencias en las medianas de los puntos entre los grupos.
Aunque Kruskal-Wallis indica que hay diferencias, no te dice cuáles son esos grupos que difieren. Por lo tanto, es recomendable realizar pruebas post-hoc para identificar qué grupos son significativamente diferentes entre sí.
# Prueba de Dunn
dunn_test <- dunnTest(points ~ grupo_edad, data = nadadoresPruebas, method = "bonferroni")
print(dunn_test)## Dunn (1964) Kruskal-Wallis multiple comparison## p-values adjusted with the Bonferroni method.## Comparison Z P.unadj P.adj
## 1 Entre 18 y 30 - Mayores de 30 0.5939984 5.525132e-01 1.000000e+00
## 2 Entre 18 y 30 - Menores de 18 19.8965938 4.355397e-88 1.306619e-87
## 3 Mayores de 30 - Menores de 18 6.7119013 1.921047e-11 5.763140e-11Entre 18 y 30 vs. Mayores de 30: No hay evidencia suficiente para afirmar que hay una diferencia significativa en los puntos entre estos dos grupos de edad. Entre 18 y 30 vs. Menores de 18: Hay una diferencia altamente significativa en los puntos entre estos dos grupos. Esto indica que los nadadores menores de 18 años obtienen significativamente menos puntos que los nadadores entre 18 y 30. Mayores de 30 vs. Menores de 18: También hay una diferencia altamente significativa entre estos grupos, sugiriendo que los nadadores mayores de 30 años obtienen significativamente más puntos que los nadadores menores de 18.
La comparación muestra que, mientras que no hay diferencia significativa entre los grupos de 18-30 y mayores de 30, los menores de 18 años se desempeñan significativamente peor en términos de puntos en comparación con ambos grupos de mayores edad.
ggplot(nadadoresPruebas, aes(x = grupo_edad, y = points, fill = grupo_edad)) +
geom_boxplot() +
labs(
title = "Distribución de Puntos por Grupo de Edad",
x = "Grupo de Edad",
y = "Puntos"
) +
scale_fill_viridis(discrete = TRUE, option = "D") + # Paleta viridis para colores accesibles
theme_minimal() +
theme(
plot.title = element_text(hjust = 0.5, face = "bold"),
axis.text = element_text(size = 12),
axis.title = element_text(size = 14),
legend.title = element_text(size = 12),
legend.text = element_text(size = 10)
)
Modelo de regresión lineal: reactiontime vs swimtime.
Empezamos viendo la relación lineal (que ya sabemos que será alta) entre puntos y tiempo. Es evidente que a mayor tiempo, hay menos puntos. Veámoslo
nadadoresPruebas50crol<- nadadoresPruebas[nadadoresPruebas$distance==50 & nadadoresPruebas$stroke=='FREE', ]
t= nadadoresPruebas50crol$swimtime
p= nadadoresPruebas50crol$points
cor(nadadoresPruebas50crol$swimtime,nadadoresPruebas50crol$points)## [1] NAhead(nadadoresPruebas50crol,10)## athleteid lastname firstname gender name code
## 8 115671 HOXHA SIDNI M Albania ALB
## 16 105101 TUDO CUBELLS NADIA F Andorra AND
## 18 100518 NOBREGA ANA F Angola ANG
## 22 120735 AGUIAR JOAO M Angola ANG
## 23 101069 MASCOLL-GOMES NOAH M Antigua & Barbuda ANT
## 51 101948 VASILYAN MONIKA F Armenia ARM
## 53 102199 MKHITARYAN VAHAN M Armenia ARM
## 58 100557 PONSON ALLYSON ROXANNE F Aruba ARU
## 60 105498 SCHREUDERS MIKEL M Aruba ARU
## 77 100537 CAMPBELL BRONTE F Australia AUS
## eventid heat lane points reactiontime swimtime split cumswimtime
## 8 28 8 5 758 0.68 22.93 1 22.93
## 16 34 5 2 608 0.71 28.00 1 28.00
## 18 34 5 7 607 0.76 28.02 1 28.02
## 22 28 6 9 626 0.76 24.44 1 24.44
## 23 28 4 3 600 0.70 24.79 1 24.79
## 51 34 7 8 633 0.78 27.63 1 27.63
## 53 28 7 2 717 0.71 23.36 1 23.36
## 58 34 7 4 726 0.67 26.40 1 26.40
## 60 28 7 8 670 0.69 23.89 1 23.89
## 77 34 12 5 882 0.69 24.74 1 24.74
## splitdistance daytime round distance stroke splitswimtime edad
## 8 50 930 PRE 50 FREE 22.93 23
## 16 50 930 PRE 50 FREE 28.00 18
## 18 50 930 PRE 50 FREE 28.02 24
## 22 50 930 PRE 50 FREE 24.44 31
## 23 50 930 PRE 50 FREE 24.79 16
## 51 50 930 PRE 50 FREE 27.63 19
## 53 50 930 PRE 50 FREE 23.36 19
## 58 50 930 PRE 50 FREE 26.40 19
## 60 50 930 PRE 50 FREE 23.89 16
## 77 50 930 PRE 50 FREE 24.74 21Esto no es de mucho estudio, ya que es lo lógico.
Veamos los puntos respecto al tiempo de reacción:
nadadoresPruebas<- na.omit(nadadoresPruebas)
x= nadadoresPruebas$points
y=nadadoresPruebas$reactiontimecor(x,y)## [1] -0.2861291Parecen no estar correlacionadas el tiempo de reaccion y los puntos de manera lineal. Pero a lo mejor, en pruebas específicas , como las pruebas de distancias cortas la correlación es mayor.
nadadoresPruebas50<- nadadoresPruebas[nadadoresPruebas$distance==50, ]
X=nadadoresPruebas50$reactiontime
Y=nadadoresPruebas50$points
cor(X,Y)## [1] -0.5573374Ya tenemos nuestro objetivo de estudio ya que para comenzar con la modelización estadística, debemos contextualizar el problema, definiendo objetivos y variables.
Queremos investigar si existe relación entre el tiempo de reacción y puntos. Una pregunta que puede surgirnos es, ¿A mayores valores del tiempo de reacción, hay mayores valores de puntos? Luego, nuestro objetivo será saber si hay algún tipo de relación lineal, y las variables, por ende, serán tiempo de reacción y puntos. La variable tiempo de reacción, será nuestra variable independiente, y puntos será la variable dependiente.
A continuación, procedemos a realizar una inspección gráfica simple, para identificar tendencias.
plot(X,Y,xlab="Tiempo de reacción",ylab="Puntos")
cov(X,Y)## [1] -6.859023Esta covarianza, positiva y grande en valor absoluto, nos indica que hay relación negativa entre las variables(ya lo habíamos intuido pero gracias al signo lo hemos confirmado).
A pesar de la confirmación, en este momento nos surge un problema, pues, la covarianza toma valores en todos los números reales, dependiendo de las magnitudes del tiempo de reacción y puntos, y de sus unidades . Por eso, calcularemos el coeficiente de correlación lineal, que se obtiene tipificando la covarianza, es decir, dividiendo la covarianza entre las desviaciones típicas muestrales (obteniendo un coeficiente entre -1 y 1)
cor(X,Y)## [1] -0.5573374De manera adicional, podemos incluir histogramas marginales en cada
eje del gráfico, para ello usamos las librerías ggplot2 y
ggExtra.
datos<-data.frame(x=X,y=Y)
p<-ggplot(datos, aes(x = X, y = Y)) +
geom_point()
#vemos la nube de puntos
print(p)
#Especificamos que se añadan histogramas en los márgenes
ggMarginal(p, type = "histogram")
Como hemos visto, si la relacion lineal es fuerte tiene sentido querer ajustar una recta a la nube de puntos. Es decir, considerar un modelo de regresion lineal simple.
La función que ajusta el modelo de regresión lineal simple en R es
lm(con parametros B_0,B_1 y sigma^2), directamente hacemos
un summary para que nos devuelva la información más
importante, aunque realmente lm calcula muchas cosas:
estimaciones, residuos, predicciones, etc.
lm=lm(Y~X)
summary(lm)##
## Call:
## lm(formula = Y ~ X)
##
## Residuals:
## Min 1Q Median 3Q Max
## -495.9 -88.7 22.7 109.2 391.1
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1809.05 55.43 32.64 <2e-16 ***
## X -1562.32 80.84 -19.33 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 154.3 on 829 degrees of freedom
## Multiple R-squared: 0.3106, Adjusted R-squared: 0.3098
## F-statistic: 373.5 on 1 and 829 DF, p-value: < 2.2e-16Podemos añadir la recta de regresión al gráfico usando el comando
abline, y el objeto donde hemos guardado el ajuste de la
recta, en este caso lm4:
#representamos
plot(X,Y)
#añadimos la recta de regresion
abline(lm)
Los coeficientes de la regresión estimados también están en el objeto
donde hemos guardado el ajuste, en lm
#generamos un vector con los coeficientes de la regresion
coeficientes=lm$coefficients
#comprobamos que es lo mismo que nos salía en el summary
coeficientes## (Intercept) X
## 1809.053 -1562.315Sabemos que el valor de los puntos cuando X=0, es decir, que el tiempo de reacción sea cero, es de 1809 aproximadamente. Este parámetro no tendría sentido, pues el tiempo de reacción nunca va a ser cero. Por otro lado la pendiente es -1562.315, lo que nos muestra que por cada valor que aumenta X, Y aumenta lo indicado.
Prueba 800m Libre femenino.
Quiero evaluar la prueba 800m libres.
Veamos qué nadadores nadaron el 800 libre femenino:
nadadoras800free<-nadadoresPruebas[nadadoresPruebas$distance==800 & nadadoresPruebas$gender=="F", ]
dim(nadadoras800free)## [1] 51 21Se observa que no hay descalificaciones en el 800 libres femenino. Tenemos que 51 chicas nadaron el 800 libres, algunas de ellas dos veces ya que pasaron a la final.
Nos vamos a fijar en la final, para ello, filtramos otra vez los datos:
nadadoras800free<-datos2015[datos2015$gender=="F" & datos2015$distance==800 & datos2015$round=="FIN", ]Estudio sobre los parciales de la carrera.
Vamos a evaluar cómo fueron los parciales de las nadadoras, para ello hacemos el siguiente gráfico:
ggplot(nadadoras800free, aes(y=nadadoras800free$lastname, x=nadadoras800free$splitswimtime, fill=nadadoras800free$lastname))+
geom_boxplot()+
labs(x="Parciales", y="Nadadoras")
De aquí podemos observar la media y los cuantiles de los parciales de las nadadoras. Observamos que casi todas tienen 1 o incluso 2 puntos atípicos, seguramente se deban al primer y último parcial de la prueba. Además, podemos observar que algunas nadadoras como Kapas y Friis, tuvieron una desviación muy pequeñita en sus parciales, es decir, fueron a un ritmo constante durante toda la prueba clavando sus parciales.
Vamos a observar, para cada nadador, los parciales realizados para ver si podemos conseguir algún patrón de tipo de carrera:
ggplot(nadadoras800free, aes(x=nadadoras800free$splitdistance, y=nadadoras800free$splitswimtime, group = lastname, colour =lastname )) +
geom_line() +
geom_point( size=2, shape=21, fill="white") +
theme_minimal()+
labs(x="Parciales", y="Tiempos por parcial.")
Observamos que todas nadan muy rápido tanto el primer parcial como el último. Además, vemos de manera clara como Ledecky parece que alterna un largo un poco más rapido y luego otro más lento durante toda su prueba. ¿Puede ser una estrategia de carrera? Lo veremos más adelante. También vemos alguna otra nadadora más que hace algo similar como Van Rouwendaal. Otras en cambio, intentan conservar el ritmo marcado desde el inicio y ser constantes. Carlin mete un cambio de ritmo muy drástico al paso de los 650m de 31s altos a 31s bajos y sigue luego bajando.
Visualización de la carrera.
Ahora, vamos a definir un dataframe en el que nos va a importar el nombre, la suma total de tiempo al paso de cada parcial:
nadadoras800free <- nadadoras800free %>%
dplyr::select(lastname,firstname,gender,reactiontime,splitdistance,cumswimtime, swimtime)Visualizamos la carrera:
# Ordenar los datos por tiempo
nadadoras800free <- nadadoras800free %>%
arrange(splitdistance, cumswimtime)
# Crear un índice de posición
nadadoras800free <- nadadoras800free %>%
group_by(splitdistance) %>%
mutate(Posicion = rank(cumswimtime, ties.method = "first"))
ggplot(nadadoras800free, aes(x = splitdistance, y = Posicion, group = lastname)) +
geom_line(aes(color = lastname, alpha = 1), size = 2) +
geom_point(aes(color = lastname, alpha = 1), size = 4) +
scale_y_reverse(breaks = 1:nrow(nadadoras800free))
Observamos como Ledecky lidera toda la carrera, Boyle alcanza al paso de los 100 metros la segunda posición y la mantiene. La pelea por la última medalla en juego dura hasta los 700 metros, donde un adelantamiento de Carlin a Ashwood hace que la nadadora Jaz Carlin alcance el bronce olímpico.
PCA’s
Análisis de componentes principales del 800 libres femenino. Ronda preliminar.
Lo primero que debemos hacer es cargar los datos:
prueba800libresPreliminar<- datos2015[datos2015$distance==800 & datos2015$gender=="F" & datos2015$stroke=="FREE" & datos2015$round=="PRE", ]
prueba800libresPreliminar <- prueba800libresPreliminar %>%
dplyr::select(lastname, reactiontime, splitdistance, splitswimtime, edad)Bien, ahora, debemos encontrar la manera de crear un dataframe en la que nos quedemos con el nombre, apellido y parciales.
pruebawide <- prueba800libresPreliminar %>%
pivot_wider(names_from = splitdistance, # Los valores de 'Split' serán los nombres de las columnas
values_from =splitswimtime) # Los valores de 'Tiempo' llenarán las celdas
#omito los valores nulos:
pruebawide<- na.omit(pruebawide)
pruebawide<- as.data.frame(pruebawide)
rownames(pruebawide) <- pruebawide$lastnameAhora que ya tenemos nuestro dataframe hecho, vamos a hacer el PCA:
pca800libres<-prcomp(pruebawide[,-1], scale=T)
plot(pca800libres)
Vemos la importancia de cadad componente.
Observemos además, un resumen numérico:
summary(pca800libres)## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 3.8975 1.04130 0.77791 0.73825 0.50625 0.3176 0.26117
## Proportion of Variance 0.8439 0.06024 0.03362 0.03028 0.01424 0.0056 0.00379
## Cumulative Proportion 0.8439 0.90415 0.93777 0.96804 0.98228 0.9879 0.99167
## PC8 PC9 PC10 PC11 PC12 PC13 PC14
## Standard deviation 0.2165 0.16872 0.15816 0.10756 0.09255 0.08565 0.08227
## Proportion of Variance 0.0026 0.00158 0.00139 0.00064 0.00048 0.00041 0.00038
## Cumulative Proportion 0.9943 0.99586 0.99725 0.99789 0.99837 0.99878 0.99915
## PC15 PC16 PC17 PC18
## Standard deviation 0.07436 0.06568 0.05874 0.04421
## Proportion of Variance 0.00031 0.00024 0.00019 0.00011
## Cumulative Proportion 0.99946 0.99970 0.99989 1.00000Viendo el pca, observamos que con la primera componente, tenemos un 84% de la varianza. Con pc2 un 6%, luego con esas dos logramos explicar un 90% de los datos.
Hagamos una interpretación previa a la graficación de los datos:
pca800libres## Standard deviations (1, .., p=18):
## [1] 3.89747634 1.04130246 0.77791355 0.73825364 0.50625249 0.31756324
## [7] 0.26117066 0.21651865 0.16872466 0.15815858 0.10756232 0.09255060
## [13] 0.08565274 0.08227018 0.07435885 0.06567886 0.05874500 0.04421473
##
## Rotation (n x k) = (18 x 18):
## PC1 PC2 PC3 PC4 PC5
## reactiontime 0.06193838 -0.8548167721 0.390560844 0.32124873 -0.03857645
## edad -0.14922291 -0.4272042870 -0.865816941 -0.01292133 0.19527371
## 50 0.21873835 -0.1852520188 -0.047501605 -0.54013522 -0.43636572
## 100 0.24304415 -0.0906112177 0.013301059 -0.32452317 -0.11528177
## 150 0.24266268 -0.1221686581 0.040018216 -0.30576570 -0.01078452
## 200 0.25220373 -0.0435807848 -0.047430110 -0.18342797 0.05149037
## 250 0.25150962 -0.0450643808 0.004591957 -0.16016883 0.14254777
## 300 0.25229932 -0.0067871667 -0.028203926 -0.09798486 0.20200703
## 350 0.25296586 -0.0004885932 0.020263880 -0.05651860 0.19651276
## 400 0.25196991 0.0334488708 -0.027688537 0.05836570 0.29761134
## 450 0.25299286 0.0034375483 0.043000131 0.07311231 0.17494057
## 500 0.25081998 0.0701810721 -0.031170966 0.13333844 0.24407095
## 550 0.25212116 0.0375039940 -0.014162824 0.12523639 0.12781623
## 600 0.25000543 0.0450093858 -0.038173636 0.22535753 0.12195496
## 650 0.25256582 0.0448853314 -0.076272431 0.13890475 -0.03990197
## 700 0.24968187 0.0691198608 -0.104780045 0.18520717 -0.07621293
## 750 0.24437594 0.0399792675 -0.111081401 0.22839212 -0.29485371
## 800 0.22640840 0.0864609770 -0.236497695 0.36772621 -0.59149551
## PC6 PC7 PC8 PC9 PC10
## reactiontime -0.06320574 0.008203497 0.02726631 0.0016185780 0.01370549
## edad 0.04964498 -0.009105225 -0.03714785 -0.0082632806 0.01628572
## 50 -0.08375111 -0.602918823 0.11240484 0.0542184748 -0.13440568
## 100 -0.27416392 0.265411609 -0.55989027 -0.1782520178 0.41164562
## 150 0.39935215 0.388060284 -0.11927503 -0.1056307933 -0.59617578
## 200 -0.08390374 0.276365292 0.01259943 -0.0005069006 0.26374932
## 250 0.04664399 0.252087677 0.41634683 0.1902374007 -0.04928838
## 300 -0.27339011 0.138770334 0.30649506 0.1543689706 -0.02806555
## 350 0.17510060 -0.118950996 0.34691102 0.0282411937 0.34151686
## 400 -0.18722770 -0.060831923 0.05658450 -0.1756724764 -0.02973623
## 450 0.26225099 -0.188223904 -0.02619956 -0.1103499027 0.22110002
## 500 -0.18298716 -0.101041765 -0.19416846 -0.1581060911 -0.32803989
## 550 0.26197282 -0.209128801 -0.06367207 -0.4632181799 0.04398533
## 600 -0.16546973 -0.204751880 -0.28642501 0.2149860944 -0.26590464
## 650 0.18993957 -0.216064262 -0.08310223 0.0711705367 0.09466852
## 700 -0.34901294 0.006561143 -0.05714779 0.4184610780 -0.06587642
## 750 0.46518630 0.125722857 -0.18850594 0.4519068155 0.14565214
## 800 -0.17219420 0.210814206 0.31041715 -0.4242872746 -0.05151590
## PC11 PC12 PC13 PC14 PC15
## reactiontime -0.01715754 0.007403521 -0.04781775 0.0003629539 0.014172328
## edad 0.02895397 -0.015254631 0.03597715 0.0004642981 0.022243228
## 50 0.02351097 -0.072919101 -0.08351676 0.0497113278 -0.075898232
## 100 0.03217521 -0.146706765 0.10841263 -0.0596309691 0.180177855
## 150 0.17945969 0.243556077 0.07890695 -0.1410937705 -0.021532486
## 200 -0.23718291 0.303864871 -0.17373727 0.2325400789 -0.344047304
## 250 -0.25772493 -0.441349209 0.14724654 -0.1040860071 0.302186304
## 300 -0.19394884 0.001338898 0.11166814 0.1908268163 -0.117339073
## 350 0.35488871 0.153357570 -0.06804674 0.1237397843 0.050910678
## 400 0.16918088 0.084590245 -0.43011911 -0.4289384277 -0.352980823
## 450 0.38098933 0.101320928 0.49754216 0.1400142978 0.060992412
## 500 0.11518150 -0.125336221 -0.38831205 0.5231318547 0.416038434
## 550 -0.26467781 -0.456132587 0.02316746 -0.2590607944 -0.135097732
## 600 -0.20827190 0.025718113 0.43396492 0.1656587623 -0.388602299
## 650 -0.50744753 0.528670979 -0.07726505 -0.2182791732 0.440655874
## 700 0.33770410 -0.021833979 0.06374683 -0.4524806234 0.182179444
## 750 0.05585311 -0.274575286 -0.32716717 0.1562877385 -0.190987570
## 800 0.06077417 0.075493364 0.11500893 0.0938356703 -0.007798138
## PC16 PC17 PC18
## reactiontime 0.007947949 0.010391723 -0.01487313
## edad 0.004990501 0.005052875 0.01092969
## 50 -0.063934437 -0.045743920 -0.04467770
## 100 -0.011465511 0.091875649 0.27335132
## 150 0.095699678 0.112721548 0.01044089
## 200 0.167283160 -0.340216451 -0.49785382
## 250 -0.078423562 -0.446172358 0.14410293
## 300 -0.272697460 0.704220476 -0.04447674
## 350 0.556409962 0.114013418 0.34147945
## 400 -0.366526613 -0.168685837 0.27710032
## 450 -0.473182256 -0.146309882 -0.24623668
## 500 0.011017785 -0.067437200 -0.09302387
## 550 0.265557775 0.220359319 -0.29460319
## 600 0.219600306 -0.181298248 0.32890114
## 650 -0.089361203 0.053484304 0.09034484
## 700 0.226211294 0.046041586 -0.40917018
## 750 -0.178753583 0.098606686 0.07707289
## 800 -0.014997495 -0.048414027 0.11429181La PCA1 corresponde a una media ponderada en la cual, lo que más ponderan son los parciales de la prueba, siendo los más significativos del 200 al 650. También toma algo de importancia la edad pero no se verá reflejada. Luego, nos esperaremos más a la izquierda los nadadores cuyo tiempo medio sea menor (es decir, las más rapidas de las preliminares), y a la derecha las nadadoras más lentas en promedio.
La PCA2, cobra muchísima importancia el tiempo de reacción y la edad. Luego, esperaremos, contra más arriba se encuentren, nadadoras con un buen tiempo de reacción o pocos años, y abajo nadadoras con mal tiempo de reacción o muchos años.
Ahora, veamos cómo se ven los datos:
plot(pca800libres$x[,1:2], type="n")
text(pca800libres$x[,1:2],rownames(pruebawide), cex = 0.4)
Luego, podríamos decir que, el grupo de Ledecky, Carlin… fueron las más rapidas de las preliminares. Chentson, Holowchak y Rannvaardottir las más lentas.
También, podríamos decir que, nadadoras como Jo, corresponden a un tiempo de reacción muy bajo junto con una edad baja. Nadadoras como Kobrich y Elhenicka, serán nadadoras con más años y que además tienen un mal tiempo de reacción en comparación con todas las demás.
Veámos la ponderación de las variables con el siguiente gráfico:
fviz_pca_var(pca800libres, col.var = "red")
Viendo esta interpretación, podemos observar de una mejor manera, cuando un nadador va a estar más “arriba” o “abajo”, si es causa de la edad o del tiempo de reacción. Luego, si nos fijamos en las nadadoras del gráfico anterior, podremos asegurar que, Gill, tiene un tiempo de reacción pésimo, ledecky es rápida y joven y buen tiempo de reacción. Hassler es una nadadora con más edad pero de las más rapidas pero con mal tiempo de reacción.
#biplot(pca800libres)
fviz_pca_biplot(pca800libres, repel = TRUE)
Análisis de componentes principales en la carrera preliminar de 1500 metros
Vamos a ver en qué estilo predominan los nadadores de 1500 metros.
summary(nadadoresPruebas$stroke[nadadoresPruebas$distance == 1500])## BACK BREAST FLY FREE MEDLEY
## 0 0 0 85 0summary(nadadoresPruebas$round[nadadoresPruebas$distance == 1500])## FIN PRE SEM SOP SOS
## 15 70 0 0 0Como podemos observar, todos los nadadores nadan en estilo libre. Por tanto, no seleccionaremos según esa imposición, ya que nos viene de los propios datos. Gracias a ello, tenemos un enfoque más global de la carrera de 1500 metros.
Además, tenemos 70 participantes en rondas preliminares y 15 finales. Por tanto, tomaremos la ronda preliminar para hacer nuestro análisis de componentes principales.
# Filtro de pruebas de 1500m masculino
datos1500Masc <- datos2015[datos2015$distance==1500 & datos2015$gender=="M" & datos2015$round =="PRE",]
# Selección de columnas relevantes
datos1500Masc <- datos1500Masc %>% dplyr::select(lastname, reactiontime, splitdistance, splitswimtime)
head(datos1500Masc,15)## lastname reactiontime splitdistance splitswimtime
## 46 ARIAS DOURDET 0.72 50 29.03
## 47 ARIAS DOURDET 0.72 100 31.41
## 48 ARIAS DOURDET 0.72 150 31.87
## 49 ARIAS DOURDET 0.72 200 31.73
## 50 ARIAS DOURDET 0.72 250 32.03
## 51 ARIAS DOURDET 0.72 300 32.30
## 52 ARIAS DOURDET 0.72 350 32.49
## 53 ARIAS DOURDET 0.72 400 32.63
## 54 ARIAS DOURDET 0.72 450 32.68
## 55 ARIAS DOURDET 0.72 500 33.14
## 56 ARIAS DOURDET 0.72 550 32.59
## 57 ARIAS DOURDET 0.72 600 32.86
## 58 ARIAS DOURDET 0.72 650 33.05
## 59 ARIAS DOURDET 0.72 700 32.99
## 60 ARIAS DOURDET 0.72 750 33.04prueba1500 <- datos1500Masc %>%
pivot_wider(names_from = splitdistance, # Los valores de 'Split' serán los nombres de las columnas
values_from =splitswimtime) # Los valores de 'Tiempo' llenarán las celdas
#Eliminamos duplicados y NA de la columna 'lastname'
prueba1500 <- prueba1500[!duplicated(prueba1500$lastname) & !is.na(prueba1500$lastname), ]
prueba1500 <- as.data.frame(prueba1500)
# Asignar los nombres de fila como el apellido del nadador
row.names(prueba1500) <- prueba1500$lastname
#Eliminamos filas con NA restantes
prueba1500 <- na.omit(prueba1500)
head(prueba1500,15)## lastname reactiontime 50 100 150 200 250
## ARIAS DOURDET ARIAS DOURDET 0.72 29.03 31.41 31.87 31.73 32.03
## NAIDICH NAIDICH 0.71 28.27 30.66 30.51 30.70 30.47
## HORTON HORTON 0.73 27.26 29.59 29.78 30.00 29.88
## AUBOCK AUBOCK 0.75 27.38 29.70 30.17 30.59 30.73
## CEPRKALO CEPRKALO 0.73 28.00 30.52 30.78 31.14 31.13
## COCHRANE COCHRANE 0.71 27.42 29.33 29.82 29.94 29.90
## BUTLER BUTLER 0.73 28.84 30.96 32.12 32.32 32.66
## TAPIA SALINAS TAPIA SALINAS 0.74 29.38 31.10 31.50 31.58 31.44
## SUN SUN 0.75 27.34 29.64 29.75 29.49 29.90
## WANG WANG 0.74 28.11 30.16 30.40 30.48 30.43
## SAEMUNDSSON SAEMUNDSSON 0.67 27.82 30.28 30.88 31.23 30.99
## MICKA MICKA 0.70 28.08 30.14 29.49 30.11 29.86
## ENDERICA SALGADO ENDERICA SALGADO 0.68 28.05 30.70 30.46 30.70 30.56
## AHMED AHMED 0.71 27.37 29.96 29.84 30.01 29.92
## ACOSTA ACOSTA 0.76 27.66 29.90 30.55 30.49 30.47
## 300 350 400 450 500 550 600 650 700 750
## ARIAS DOURDET 32.30 32.49 32.63 32.68 33.14 32.59 32.86 33.05 32.99 33.04
## NAIDICH 30.63 30.71 30.65 30.17 30.40 30.27 30.33 30.34 30.42 30.59
## HORTON 30.10 30.07 29.96 30.34 30.13 30.13 29.92 30.22 30.11 30.32
## AUBOCK 30.68 31.01 30.80 31.24 31.14 31.58 31.41 31.78 31.62 32.18
## CEPRKALO 31.09 31.26 31.03 31.16 31.11 31.27 30.94 31.06 30.95 30.93
## COCHRANE 29.91 29.90 29.94 30.32 30.14 29.64 29.89 29.90 29.74 29.89
## BUTLER 32.43 32.81 32.81 32.76 32.64 33.12 32.86 32.97 32.71 33.19
## TAPIA SALINAS 31.51 31.55 31.65 31.46 31.41 31.73 31.78 31.93 31.93 32.02
## SUN 29.93 29.64 29.90 29.88 30.02 29.83 30.14 29.60 29.98 29.32
## WANG 30.48 30.39 30.49 30.34 30.64 30.62 30.78 30.43 30.89 30.62
## SAEMUNDSSON 31.59 31.40 31.72 31.95 31.93 31.83 32.12 31.99 32.05 32.05
## MICKA 29.89 30.33 30.04 30.12 30.37 30.48 30.28 30.38 30.59 31.07
## ENDERICA SALGADO 30.60 30.68 30.69 30.85 30.68 30.76 30.54 30.72 30.92 31.03
## AHMED 29.98 29.99 30.06 29.93 29.98 29.96 29.91 29.99 29.87 29.86
## ACOSTA 30.58 30.66 30.78 30.50 30.81 30.48 30.94 31.03 30.54 30.43
## 800 850 900 950 1000 1050 1100 1150 1200 1250
## ARIAS DOURDET 33.15 33.15 33.43 33.38 33.37 33.42 33.59 33.80 33.77 33.92
## NAIDICH 30.53 30.52 30.41 30.55 30.62 30.75 30.88 31.10 30.96 30.80
## HORTON 29.71 30.29 30.29 30.39 30.16 30.34 30.13 30.44 30.46 30.46
## AUBOCK 31.75 32.40 32.19 32.35 32.30 32.59 32.49 32.49 32.23 32.71
## CEPRKALO 30.89 30.90 30.97 31.00 30.97 31.37 30.99 31.19 31.05 31.22
## COCHRANE 30.11 29.96 30.03 30.19 29.96 30.09 30.42 30.15 30.16 30.13
## BUTLER 33.01 33.14 33.23 32.98 33.19 33.29 33.22 33.30 32.97 33.36
## TAPIA SALINAS 31.80 31.97 31.86 31.72 31.82 32.16 31.88 31.95 31.63 31.83
## SUN 29.97 29.72 29.69 29.65 29.97 29.69 29.90 29.99 30.35 30.27
## WANG 30.91 30.60 30.93 30.49 31.12 30.54 31.11 30.56 30.97 31.02
## SAEMUNDSSON 32.28 32.33 32.13 32.36 32.31 31.82 32.69 32.52 32.49 32.38
## MICKA 30.63 31.21 30.95 31.53 30.79 31.88 31.11 31.96 31.29 32.22
## ENDERICA SALGADO 30.70 30.99 30.78 31.05 30.94 30.99 31.00 31.13 30.81 30.95
## AHMED 29.90 30.04 30.01 29.99 29.91 30.05 29.91 30.10 29.94 30.05
## ACOSTA 30.86 30.78 30.82 30.99 30.93 30.66 31.38 31.71 31.95 32.08
## 1300 1350 1400 1450 1500
## ARIAS DOURDET 33.44 34.00 33.80 33.58 32.71
## NAIDICH 30.89 31.00 31.06 30.55 28.64
## HORTON 30.29 30.43 30.45 30.33 28.53
## AUBOCK 32.39 32.40 32.27 32.53 30.59
## CEPRKALO 31.01 31.19 30.95 30.87 29.28
## COCHRANE 30.28 30.00 30.07 30.04 28.69
## BUTLER 33.15 33.32 33.16 32.93 31.73
## TAPIA SALINAS 31.97 31.51 31.54 31.05 28.97
## SUN 30.51 30.79 30.90 29.68 29.67
## WANG 30.98 30.82 30.74 30.49 30.15
## SAEMUNDSSON 32.50 32.40 32.54 31.89 30.96
## MICKA 31.28 31.84 31.48 32.22 30.54
## ENDERICA SALGADO 30.73 30.80 30.96 31.02 29.79
## AHMED 30.08 30.24 30.02 29.98 28.57
## ACOSTA 31.55 32.05 32.37 30.84 30.35Con todo esto, estamos preparados para realizar el PCA:
#Realizamos el PCA
pca_1500masculino <- prcomp(prueba1500[,-1], scale=T)
# Resultados del PCA
summary(pca_1500masculino)## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 5.0272 1.54955 1.03674 0.72833 0.63261 0.55460 0.47030
## Proportion of Variance 0.8152 0.07746 0.03467 0.01711 0.01291 0.00992 0.00713
## Cumulative Proportion 0.8152 0.89269 0.92737 0.94448 0.95739 0.96731 0.97444
## PC8 PC9 PC10 PC11 PC12 PC13 PC14
## Standard deviation 0.39148 0.36026 0.28540 0.25473 0.24485 0.22520 0.19551
## Proportion of Variance 0.00494 0.00419 0.00263 0.00209 0.00193 0.00164 0.00123
## Cumulative Proportion 0.97939 0.98357 0.98620 0.98830 0.99023 0.99186 0.99310
## PC15 PC16 PC17 PC18 PC19 PC20 PC21
## Standard deviation 0.18981 0.1667 0.15800 0.14214 0.13401 0.13079 0.11684
## Proportion of Variance 0.00116 0.0009 0.00081 0.00065 0.00058 0.00055 0.00044
## Cumulative Proportion 0.99426 0.9952 0.99596 0.99661 0.99719 0.99774 0.99819
## PC22 PC23 PC24 PC25 PC26 PC27 PC28
## Standard deviation 0.10610 0.10258 0.08803 0.08170 0.07142 0.06929 0.05867
## Proportion of Variance 0.00036 0.00034 0.00025 0.00022 0.00016 0.00015 0.00011
## Cumulative Proportion 0.99855 0.99889 0.99914 0.99935 0.99952 0.99967 0.99978
## PC29 PC30 PC31
## Standard deviation 0.05400 0.04872 0.03778
## Proportion of Variance 0.00009 0.00008 0.00005
## Cumulative Proportion 0.99988 0.99995 1.00000Por tanto, vemos el Análisis de Componentes Principales (PCA) en los datos de nadadores masculinos en la carrera de 1500 metros, excluyendo la primera variable, que es el nombre.
Observamos que el primer componente principal (PC1) tiene una desviación estándar de 5.0272 y explica el 81.52% de la varianza total. Este componente captura la mayor parte de la variabilidad en los datos, lo que sugiere que una sola dirección en el espacio de los datos contiene gran parte de la información relevante. Los siguientes componentes, como PC2 y PC3, explican 7.75% y 3.47% de la varianza respectivamente. Estos valores disminuyen progresivamente, lo que indica que los componentes adicionales explican cada vez menos de la variabilidad total. Así pues, los primeros dos componentes principales explican el 89,27% de la varianza. Si añadimos el tercer componente, logran explicar el 92.73% de la varianza, lo que puede ser suficiente para una interpretación efectiva de los datos.
Visualizamos ahora cómo se distribuyen los datos en las dos primeras componentes principales y observamos la influencia de las variables en estas componentes.
fviz_pca_biplot(pca_1500masculino, repel = TRUE)
Viendo el gráfico, podemos interpretar la primera componente como la rapidez en cada split de los participantes. Cuantos mayores tiempos tienen en cada split, mas desplazados estarán hacia la izquierda. Por tanto, los nadadores mas a la derecha serán aquellos con mejores resultados. Vemos como el 81,5% de la varianza de los resultados está explicado por estos tiempos, como podría imaginarse en un principio. Si nos enfocamos en lo que explica la componente 2, vemos que mayores tiempos de los primeros splits condicionan su desplazamiento hacia abajo, y los tiempos mayores en los ultimos splits desplazan los puntos hacia arriba. Esto parece indicar que la componente 2 captura las diferencias entre el rendimiento en las etapas iniciales y finales de la prueba, posiblemente destacando la resistencia o la fatiga en los nadadores. Además, es claramente visible como el tiempo del último split (cuando se completan los 1500m) es muy influyente en la posición de estos nadadores. Es decir, los tiempos en esta última parte parecen ser muy decisivos en cuanto a su resultado final.
Si observamos la influencia del tiempo de reacción, los tiempos de reacción altos ejercen influencia a favor del eje x e y, en sus sentidos positivos. Con lo cual, el tiempo de reacción alto parece estar asociado con un rendimiento positivo en los splits y posiblemente en la resistencia hacia el final de la prueba.
Para ver si estas cuestiones se cumplen, vamos a observar si los primeros puestos del ranking de puntos de esta categoría coincide con lo visto en el gráfico.
# Filtro de pruebas de 1500m masculino
resumen1500 <- datos2015[datos2015$distance==1500 & datos2015$gender=="M" & datos2015$round =="PRE",]
# Selección de columnas relevantes
resumen1500 <- resumen1500 %>% dplyr::select(lastname,points) %>%
distinct() %>%
arrange(desc(points))
resumen1500## lastname points
## 1 PALTRINIERI 934
## 2 JAEGER 926
## 3 SUN 921
## 4 MILNE 921
## 5 AHMED 920
## 6 COCHRANE 918
## 7 MCBROOM 915
## 8 ROMANCHUK 913
## 9 JOENSEN 910
## 10 JOLY 910
## 11 HORTON 904
## 12 CHRISTIANSEN 899
## 13 NAGY 894
## 14 STRAUB 892
## 15 BRZOSKOWSKI 874
## 16 SANCHEZ 868
## 17 NAIDICH 864
## 18 WOJDAK 864
## 19 WANG 857
## 20 GYURTA 857
## 21 CAPP 854
## 22 ENDERICA SALGADO 847
## 23 MICKA 842
## 24 BAU 840
## 25 ACOSTA 834
## 26 CEPRKALO 831
## 27 MAKSUMOV 830
## 28 FROLOV 822
## 29 MEISSNER 821
## 30 WEERTMAN 816
## 31 KARAP 814
## 32 GOMEZ 814
## 33 CELIC 811
## 34 CHO 802
## 35 PRAKASH 782
## 36 AUBOCK 781
## 37 TAPIA SALINAS 781
## 38 BAYO PUNTER 780
## 39 SAEMUNDSSON 762
## 40 SANCOV 761
## 41 LAM 759
## 42 VENTURA 756
## 43 SIM WEE SHENG 724
## 44 BUTLER 699
## 45 ARIAS DOURDET 688Como podemos comprobar, Paltrinieri, Jaeger, Sun y Milne aparecen en los puntos más extremos del eje x. Además, se localizan en la posición central, lo que parece indicar que sus tiempos son bastante estables durante todo el recorrido. Si visualizamos los últimos nadadores, que son Arias Dourdet, Butler y Sim Wee Sheng, observamos que efectivamente están en los extremos izquierdos del eje x. Además, Arias Dourdet y Butler están desplazados hacia el eje y, lo que parece indicar que obtuvieron tiempos más largos en sus splits finales, posiblemente debido a una falta de resistencia y mayor fatiga en estos tiempos, que es un factor crucial para el desarrollo de este tipo de pruebas.
Clusters
Cluster sobre el 800m libres femenino. Análisis de estrategias de las nadadoras.
Voy a crear a continuación un dataframe en el cual, contenga el nombre de las nadadoras del 800 libres femenino. Además, quiero los parciales al paso por cada 50 y el tiempo final.
Vamos a intentar, normalizar de cierta manera los parciales respecto del tiempo final, para intentar ver estrategias de carrera en las nadadoras. Obsérvese que, normalizamos los datos porque pueden existir dos nadadoras cuya estrategia de carrera sea la misma, pero que se encuentren muy alejadas en el cluster debido a que sus tiempos son lo suficientemente distintos. Es por ello que normalizaremos los datos.
Empecemos creando los dataframes de manera análoga a como lo hicimos en el PCA:
prueba800libresPreliminar<- datos2015[datos2015$distance==800 & datos2015$gender=="F" & datos2015$stroke=="FREE" & datos2015$round=="PRE", ]
prueba800libresPreliminar <- prueba800libresPreliminar %>%
dplyr::select(lastname, splitdistance, splitswimtime,swimtime)
free800WomensPre <- prueba800libresPreliminar %>%
pivot_wider(names_from = splitdistance, # Los valores de 'Split' serán los nombres de las columnas
values_from =splitswimtime) # Los valores de 'Tiempo' llenarán las celdas
#omito los valores nulos:
free800WomensPre<- na.omit(free800WomensPre)
free800WomensPre <- as.data.frame(free800WomensPre)
rownames(free800WomensPre) <- free800WomensPre$lastnameA continuación, vamos a echar un vistazo a lo creado:
head(free800WomensPre, 10)## lastname swimtime 50 100 150 200 250 300 350
## HOLOWCHAK HOLOWCHAK 577.68 32.43 35.90 35.04 36.39 35.92 36.23 36.67
## VAN DEN BERG VAN DEN BERG 543.71 31.59 33.90 34.14 34.22 33.67 33.88 34.15
## ASHWOOD ASHWOOD 502.17 29.25 31.42 31.80 31.91 31.95 32.04 31.95
## NEALE NEALE 524.38 29.50 32.48 33.16 32.90 32.68 32.84 33.55
## EVANS EVANS 529.96 30.00 32.32 32.97 32.83 32.99 32.94 33.19
## GILL GILL 556.23 31.15 34.54 34.60 34.57 34.62 34.96 35.10
## KOBRICH KOBRICH 513.12 30.33 31.92 32.18 32.17 32.15 32.16 32.31
## ZHANG ZHANG 515.17 29.63 31.83 32.40 32.14 32.46 32.43 32.58
## CAO CAO 523.24 29.61 32.63 32.67 32.54 32.48 32.42 32.55
## TE FLAN TE FLAN 556.89 30.41 34.33 33.76 34.95 34.76 35.45 34.99
## 400 450 500 550 600 650 700 750 800
## HOLOWCHAK 36.76 36.48 36.85 36.92 36.68 36.97 36.98 36.17 35.29
## VAN DEN BERG 33.91 34.41 33.92 34.36 34.38 34.60 34.45 34.72 33.41
## ASHWOOD 31.65 31.57 31.39 31.61 31.43 31.46 31.47 31.34 29.93
## NEALE 33.74 33.71 33.60 33.71 33.12 33.14 32.79 32.73 30.73
## EVANS 33.60 33.72 33.74 33.82 33.67 33.86 33.59 34.24 32.48
## GILL 35.22 35.63 35.56 35.43 35.67 35.26 35.42 35.03 33.47
## KOBRICH 32.27 32.32 32.23 32.42 32.34 32.32 32.27 32.23 31.50
## ZHANG 32.46 32.60 32.42 32.79 32.33 32.47 32.63 32.47 31.53
## CAO 32.45 32.94 33.03 33.12 33.47 33.42 33.48 34.07 32.36
## TE FLAN 36.11 35.27 35.82 35.48 36.12 35.20 36.07 34.56 33.61Ahora, voy a normalizar los datos dividiendo cada pacial por el tiempo total, que dará una especie de “porcentaje” de cuánto tardan en cada parcial:
free800WomensNormalizado <- free800WomensPre %>%
mutate(across(c(`50`, `100`, `150`, `200`, `250`, `300`, `350`, `400`, `450`,
`500`, `550`, `600`, `650`, `700`, `750`, `800`),
~ . / swimtime))
#free800WomensNormalizado$swimtime=NULL
free800WomensNormalizado <- as.data.frame(free800WomensNormalizado)
rownames(free800WomensNormalizado) <- free800WomensNormalizado$lastnameBien, ahora, voy a tratar de hacer un cluster:
En primer lugar vamos a calcular la distancia Euclídea entre las observaciones de la base de datos.
distance <- get_dist(free800WomensNormalizado[,-c(1,2)])
fviz_dist(distance, gradient = list(low = "#00AFBB", mid = "white", high = "#FC4E07"))
Esto empieza a ilustrar qué estados tienen grandes disimilitudes (rojo) frente a los que parecen ser bastante similares (verde azulado).
Veamos ahora, mediante el método de las siluetas, el número óptimo de clusters:
fviz_nbclust(free800WomensNormalizado[,-c(1,2)], kmeans, method = "silhouette")
A continuación, hacemos el cluster:
cluster800libres <- kmeans(free800WomensNormalizado[,-c(1,2)], centers = 3, nstart = 25)
cluster800libres## K-means clustering with 3 clusters of sizes 12, 11, 20
##
## Cluster means:
## 50 100 150 200 250 300 350
## 1 0.05675192 0.06133136 0.06150428 0.06214287 0.06190645 0.06241202 0.06255743
## 2 0.05629518 0.06163265 0.06200126 0.06269284 0.06254765 0.06309000 0.06335734
## 3 0.05837125 0.06233652 0.06282316 0.06277587 0.06267238 0.06278625 0.06299031
## 400 450 500 550 600 650 700
## 1 0.06308937 0.06303808 0.06354905 0.06351018 0.06403791 0.06392371 0.06411626
## 2 0.06379898 0.06347348 0.06386264 0.06364552 0.06390003 0.06354458 0.06353350
## 3 0.06284816 0.06295116 0.06283826 0.06316556 0.06308548 0.06331123 0.06317887
## 750 800
## 1 0.06399115 0.06213795
## 2 0.06266284 0.05996151
## 3 0.06306010 0.06080544
##
## Clustering vector:
## HOLOWCHAK VAN DEN BERG ASHWOOD NEALE
## 2 3 3 2
## EVANS GILL KOBRICH ZHANG
## 1 2 3 3
## CAO TE FLAN ALVAREZ PUGLIESE MORENO
## 1 2 3 3
## ELHENICKA FRIIS AREVALO COSTA
## 1 1 3 1
## GOMEZ RANNVAARDOTTIR CARLIN THIELMANN
## 1 2 3 1
## BECK KOHLER GRUEST KAPAS
## 3 3 3 3
## CARAMIGNOLI MUSSO JO DOUEIHY
## 2 2 1 2
## HASSLER OLIVIER KHOO ORTUNO
## 3 2 3 1
## VAN ROUWENDAAL CHENTSOVA ROBINSON BOYLE
## 3 3 3 1
## MIYAHARA COELLO SALAMATINA TSENG ODER
## 2 1 2 3
## LEDECKY MANN PINTO
## 1 3 3
##
## Within cluster sum of squares by cluster:
## [1] 8.126255e-05 5.106211e-05 6.589758e-05
## (between_SS / total_SS = 43.1 %)
##
## Available components:
##
## [1] "cluster" "centers" "totss" "withinss" "tot.withinss"
## [6] "betweenss" "size" "iter" "ifault"fviz_cluster(cluster800libres, data = free800WomensNormalizado[,-c(1,2)])
Bien, ahora para poder sacar las conclusiones debidas, voy a querer graficar el dataframe, donde cada nadadora (fila), va a tener asociado un cluster.
free800WomensNormalizado$cluster<-cluster800libres$clusterA continuación, vuelvo al formato long, para ello:
prueba800long <- free800WomensNormalizado %>%
pivot_longer(cols = c("50", "100", "150", "200", "250", "300", "350",
"400", "450", "500", "550", "600", "650",
"700", "750", "800"),
names_to = "splitdistance",
values_to = "splitswimtime")Gráfica:
ggplot(prueba800long, aes(x = as.numeric(splitdistance),
y = splitswimtime,
group = lastname,
color = factor(cluster))) +
geom_line(alpha = 0.6) + # Agrega líneas para cada nadadora
geom_point() + # Agrega puntos en cada parcial
labs(x = "Parcial (m)",
y = "Tiempo de Nado (segundos)",
color = "Cluster") +
theme_minimal() +
ggtitle("Tiempos de Nado por Parciales Agrupados por Cluster")
Parece que este gráfico no es lo suficientemente claro, voy a evaluar nadadoras por cluster de manera separada:
# Filtrar datos por cluster y graficar
for (i in unique(prueba800long$cluster)) {
p <- ggplot(prueba800long[prueba800long$cluster == i, ],
aes(x = as.numeric(splitdistance),
y = splitswimtime,
group = lastname,
color = factor(cluster))) +
geom_line(alpha = 0.6) +
geom_point() +
labs(x = "Parcial (m)",
y = "Tiempo de Nado (segundos)",
color = "Cluster") +
theme_minimal() +
ggtitle(paste("Tiempos de Nado del Cluster", i))
print(p) # Imprime la gráfica
}
Para analizar mejor las estrategias, intentamos no fijarnos en el primer y último largo, ya que corresponden para todas las nadadoras, a largos en los que van más rápido. Tras ver las tres gráficas, se ve que, las nadadoras pertenecientes al cluster 1, son nadadoras que empiezan relativamente rápido pero que con el paso de los metros, empiezan a subir de tiempos cada parcial.
Las nadadoras del cluster 2, se aprecia que sus parciales tienen una forma de U invertida, empiezan rápido, sobre la mitad de la prueba, es donde más lento van, y luego vuelven a acelerar.
Las nadadoras del último cluster, observamos que son nadadoras muy constantes en cuanto a los parciales.
Vamos a evaluar estas 3 últimas gráficas graficando los centroides de cada cluster:
centroides <- as.data.frame(cluster800libres$centers)
centroides$cluster<- factor(rownames(centroides))
#Los vuelvo long:
centroideslong <- centroides %>%
pivot_longer(cols = c("50", "100", "150", "200", "250", "300", "350",
"400", "450", "500", "550", "600", "650",
"700", "750", "800"),
names_to = "splitdistance",
values_to = "splitswimtime")
# Gráfico
ggplot(centroideslong, aes(x = as.numeric(splitdistance), y = splitswimtime, color = cluster, group = cluster)) +
geom_line(size = 1) +
geom_point(size = 2) +
scale_color_viridis_d() + # Colores amigables para daltónicos
labs(x = "Split Distance (m)", y = "Split Swim Time (s)", color = "Centroide") +
theme_minimal()
Mejor cluster.
A continuación, vamos a evaluar cuál cluster tiene las mejores nadadoras, es decir, las nadadoras que pasaron a la final:
Vamos a ordenar el data frame free800WomensNormalizado:
free800WomensNormalizado <- free800WomensNormalizado[order(free800WomensNormalizado$swimtime), ]
finalistas<-head(free800WomensNormalizado, 8)
conteo <- table(finalistas$cluster)
conteo##
## 1 3
## 3 5Observamos que, hay nadadoras tanto del 3er cluster como del 1ro (5 y 3). Ahora, vamos a calcular la media de tiempos de cada cluster para ver “cuál” es el más rapido en media.
media_swimtime_por_cluster <- aggregate(free800WomensNormalizado$swimtime ~ free800WomensNormalizado$cluster, data = free800WomensNormalizado, FUN = mean, na.rm = TRUE)
media_swimtime_por_cluster## free800WomensNormalizado$cluster free800WomensNormalizado$swimtime
## 1 1 521.5200
## 2 2 544.9073
## 3 3 521.2725Cluster para la prueba de 1500 masculina
# escalado de todas las variables
clusterprueba1500 <- scale(prueba1500[,-1])
summary(clusterprueba1500)## reactiontime 50 100 150
## Min. :-2.1160 Min. :-1.41177 Min. :-1.5004 Min. :-1.3454
## 1st Qu.:-0.7053 1st Qu.:-0.81993 1st Qu.:-0.8255 1st Qu.:-0.9183
## Median : 0.0000 Median :-0.04315 Median :-0.1946 Median :-0.1677
## Mean : 0.0000 Mean : 0.00000 Mean : 0.0000 Mean : 0.0000
## 3rd Qu.: 0.7053 3rd Qu.: 0.62266 3rd Qu.: 0.6416 3rd Qu.: 0.8548
## Max. : 2.1160 Max. : 2.50912 Max. : 1.9914 Max. : 2.0584
## 200 250 300 350
## Min. :-1.6590 Min. :-1.2849 Min. :-1.2325 Min. :-1.2959
## 1st Qu.:-0.8202 1st Qu.:-0.9045 1st Qu.:-0.8485 1st Qu.:-0.7896
## Median :-0.2610 Median :-0.2298 Median :-0.1767 Median :-0.1474
## Mean : 0.0000 Mean : 0.0000 Mean : 0.0000 Mean : 0.0000
## 3rd Qu.: 0.7736 3rd Qu.: 0.5799 3rd Qu.: 0.7693 3rd Qu.: 0.5566
## Max. : 2.2975 Max. : 2.4568 Max. : 2.3735 Max. : 2.6190
## 400 450 500 550
## Min. :-1.0932 Min. :-1.2756 Min. :-1.1910 Min. :-1.3026
## 1st Qu.:-0.8194 1st Qu.:-0.7749 1st Qu.:-0.7721 1st Qu.:-0.7589
## Median :-0.2221 Median :-0.3338 Median :-0.2814 Median :-0.2374
## Mean : 0.0000 Mean : 0.0000 Mean : 0.0000 Mean : 0.0000
## 3rd Qu.: 0.3380 3rd Qu.: 0.5484 3rd Qu.: 0.3170 3rd Qu.: 0.7944
## Max. : 2.5532 Max. : 2.3605 Max. : 2.7107 Max. : 2.5585
## 600 650 700 750
## Min. :-1.2170 Min. :-1.3900 Min. :-1.3771 Min. :-1.70043
## 1st Qu.:-0.7704 1st Qu.:-0.8979 1st Qu.:-0.7839 1st Qu.:-0.87398
## Median :-0.1711 Median :-0.1652 Median :-0.2363 Median :-0.03719
## Mean : 0.0000 Mean : 0.0000 Mean : 0.0000 Mean : 0.00000
## 3rd Qu.: 0.6046 3rd Qu.: 0.7971 3rd Qu.: 0.6422 3rd Qu.: 0.66530
## Max. : 2.3087 Max. : 2.3827 Max. : 2.3306 Max. : 2.29755
## 800 850 900 950
## Min. :-1.4187 Min. :-1.5920 Min. :-1.5837 Min. :-1.53090
## 1st Qu.:-0.8188 1st Qu.:-0.8359 1st Qu.:-0.7427 1st Qu.:-0.84231
## Median :-0.2075 Median :-0.2373 Median :-0.1748 Median :-0.05982
## Mean : 0.0000 Mean : 0.0000 Mean : 0.0000 Mean : 0.00000
## 3rd Qu.: 0.7320 3rd Qu.: 0.5713 3rd Qu.: 0.5898 3rd Qu.: 0.58704
## Max. : 2.4751 Max. : 2.2515 Max. : 2.5558 Max. : 2.43371
## 1000 1050 1100 1150
## Min. :-1.5166 Min. :-1.4789 Min. :-1.49527 Min. :-1.84791
## 1st Qu.:-0.8963 1st Qu.:-0.8732 1st Qu.:-0.78121 1st Qu.:-0.90869
## Median :-0.1889 Median :-0.1968 Median :-0.06715 Median :-0.02878
## Mean : 0.0000 Mean : 0.0000 Mean : 0.00000 Mean : 0.00000
## 3rd Qu.: 0.8015 3rd Qu.: 0.7724 3rd Qu.: 0.57447 3rd Qu.: 0.73249
## Max. : 2.4665 Max. : 2.3877 Max. : 2.49933 Max. : 2.55162
## 1200 1250 1300 1350
## Min. :-1.5528 Min. :-1.5302 Min. :-1.5797 Min. :-1.54941
## 1st Qu.:-0.8311 1st Qu.:-0.8894 1st Qu.:-0.8333 1st Qu.:-0.87610
## Median :-0.1859 Median :-0.0712 Median :-0.1411 Median :-0.08885
## Mean : 0.0000 Mean : 0.0000 Mean : 0.0000 Mean : 0.00000
## 3rd Qu.: 0.6780 3rd Qu.: 0.5499 3rd Qu.: 0.7026 3rd Qu.: 0.79162
## Max. : 2.7885 Max. : 2.5905 Max. : 2.3250 Max. : 2.82190
## 1400 1450 1500
## Min. :-1.4540 Min. :-2.0624 Min. :-1.69280
## 1st Qu.:-0.7646 1st Qu.:-0.6521 1st Qu.:-0.80255
## Median :-0.1290 Median :-0.1245 Median : 0.01065
## Mean : 0.0000 Mean : 0.0000 Mean : 0.00000
## 3rd Qu.: 0.6035 3rd Qu.: 0.5046 3rd Qu.: 0.66122
## Max. : 2.7365 Max. : 2.6556 Max. : 2.68139distance <- get_dist(clusterprueba1500)
fviz_dist(distance, gradient = list(low = "#00AFBB", mid = "white", high = "#FC4E07"))
k2 <- kmeans(clusterprueba1500, centers = 2, nstart = 25)
str(k2)## List of 9
## $ cluster : Named int [1:45] 2 1 1 2 1 1 2 2 1 1 ...
## ..- attr(*, "names")= chr [1:45] "ARIAS DOURDET" "NAIDICH" "HORTON" "AUBOCK" ...
## $ centers : num [1:2, 1:31] 0.0926 -0.2547 -0.3452 0.9494 -0.3943 ...
## ..- attr(*, "dimnames")=List of 2
## .. ..$ : chr [1:2] "1" "2"
## .. ..$ : chr [1:31] "reactiontime" "50" "100" "150" ...
## $ totss : num 1364
## $ withinss : num [1:2] 424 185
## $ tot.withinss: num 608
## $ betweenss : num 756
## $ size : int [1:2] 33 12
## $ iter : int 1
## $ ifault : int 0
## - attr(*, "class")= chr "kmeans"fviz_cluster(k2, data = clusterprueba1500)
Como vemos, con 2 clusters nos divide a los participantes según la velocidad. Es decir, los que pertenecen al cluster rojo serían los de tiempos más altos, y los azules los que están en mejores posiciones de resultados.
Nos preguntamos, si el número óptimo de clústeres para dividir a nuestro grupo total es realmente 2, o podemos dividirlos en más grupos. Para ello, utilizamos el método del codo.
# Reproducible
set.seed(123)
fviz_nbclust(clusterprueba1500, kmeans, method = "wss")
Parece que sí que tenemos una mejoría si continuamos diviendo nuestro grupo en 3 o incluso 4. Por encima de estos números, no obtenemos grandes mejoras en nuestro análisis.
Por tanto, probamos con k=3 y k=4 y observamos los resultados
k3 <- kmeans(clusterprueba1500, centers = 3, nstart = 25)
fviz_cluster(k3, data = clusterprueba1500)
k4 <- kmeans(clusterprueba1500, centers = 4, nstart = 25)
fviz_cluster(k4, data = clusterprueba1500)
Como podemos observar en ambos gráficos, la segregación de nadadores sigue estando bastante influida por su posición relativa al eje x. Es decir, nos clasifica los grupos según sus velocidades. Con 3 clústeres, tendríamos los nadadores lentos, los intermedios, y los muy rápidos. En el segundo gráfico con 4 clusteres, podemos observar los grupos muy lentos (prácticamente valores outiers), los centrales divididos en mas y menos lentos y un último grupo, de competidores de alta calificación. Observando ambos, los dos grupos de la derecha contienen prácticamente los mismos puntos. Sin embargo,si que existe una división entre los puntos de la izquierda. La elección de k=3 o k=4 vendrá por el interés del estudio que queramos realizar. Si no nos interesan los nadadores de peor cualificación, no será necesario segregar a los nadadores en 4 grupos. Sin embargo, si queremos analizar estos nadadores con peores marcas parece interesante ajustarnos a un nivel de k=4.
Utilizamos otros métodos para decidir si nuestro razonamiento es correcto. Para ello, utilizamos el método de “silueta” y el método “GAP”.
fviz_nbclust(clusterprueba1500, kmeans, method = "silhouette")
set.seed(123)
gap_stat <- clusGap(clusterprueba1500, FUN = kmeans, nstart = 25,
K.max = 10, B = 50)
print(gap_stat, method = "firstmax")## Clustering Gap statistic ["clusGap"] from call:
## clusGap(x = clusterprueba1500, FUNcluster = kmeans, K.max = 10, B = 50, nstart = 25)
## B=50 simulated reference sets, k = 1..10; spaceH0="scaledPCA"
## --> Number of clusters (method 'firstmax'): 1
## logW E.logW gap SE.sim
## [1,] 4.336245 4.493474 0.1572291 0.04288661
## [2,] 3.976479 4.098426 0.1219465 0.03239119
## [3,] 3.728591 3.937819 0.2092281 0.02861930
## [4,] 3.609006 3.845124 0.2361181 0.02697608
## [5,] 3.495268 3.772875 0.2776070 0.02590680
## [6,] 3.420334 3.705475 0.2851412 0.02633543
## [7,] 3.354206 3.644346 0.2901399 0.02668787
## [8,] 3.288867 3.589211 0.3003447 0.02683241
## [9,] 3.234254 3.535993 0.3017387 0.02717407
## [10,] 3.179885 3.484878 0.3049935 0.02740995fviz_gap_stat(gap_stat)
Utilizando estos dos últimos métodos, nos dan el resultado de que el número óptimo de clústers son dos en “silueta” y uno en “Gap”. Puesto que cada método nos determina un número distinto de k, utilizaremos la división en grupos según el objetivo a tratar, como hemos comentado recientemente.
##Cluster jerarquico prueba de 1500 metros masculina
Cluster aglomerativo. AGNES.
Queremos hacer un cluster jerárquico de nuestra prueba. Para ello, calculamos el valor del coeficiente aglomerativo
# Clustering jerárquico usando enlace completo
hc2 <- agnes(clusterprueba1500, method = "complete" )
hc2$ac## [1] 0.877307El coeficiente aglomerativo tiene un valor cercano al 1, con lo que sugiere una fuerte estructura de agrupamiento. Vamos ahora a evaluar qué metodo nos da un coeficiente mayor y emplearemos esa estructura de agrupacion con el objetivo de conseguir una estructura de agrupación más fuerte.
# Métodos evaluados
m <- c( "average", "single", "complete", "ward")
names(m) <- c( "average", "single", "complete", "ward")
# Función para calcular el coeficiente de agrupamiento
ac <- function(x) {
agnes(clusterprueba1500, method = x)$ac
}
map_dbl(m, ac)## average single complete ward
## 0.7624746 0.4121959 0.8773070 0.9353093Como vemos, lo conseguimos con el método ward. Por tanto, utilizamos ese método para realizar el dendrograma
# Matriz de disimilaridades
d <- dist(clusterprueba1500, method = "euclidean")
# Clustering jerárquico usando enlace completo
hc1 <- hclust(d, method = "ward" )## The "ward" method has been renamed to "ward.D"; note new "ward.D2"# Dendrograma
plot(hc1, cex = 0.6, hang = -1)
Interpretando el dendrograma, vemos como los primeros pasos de agrupamiento son entre distintas muy pequeñas. Por tanto, no tiene sentido cortar en esas etapas iniciales. El gráfico parece sugerir la aglomeración en 3 grupos.
Cluster divisivo. DIANA.
Calculamos ahora el coeficiente de división.
# Clustering jerárquico divisivo
hc4 <- diana(clusterprueba1500)
# Coeficiente de división; cantidad de estructura de agrupación encontrada
hc4$dc## [1] 0.8745697Como podemos ver, tenemos un coeficiente de división cercano al 1. Con lo cual, podemos proceder a realizar el dendograma.
# Drendrograma
pltree(hc4, cex = 0.6, hang = -1, main = "Dendrogram de DIANA")
Utilizamos ahora la función “cutree” para dividir nuestro dendrograma en los clústers que consideremos. En este caso, utilizamos k=4
# Método de Ward
hc5 <- hclust(d, method = "ward.D2" )
# Cortamos en 4 clusters
sub_grp <- cutree(hc5, k = 4)
# Visualizamos el corte en el dendrograma
plot(hc5, cex = 0.6)
rect.hclust(hc5, k = 4, border = 2:5)
Veamos si coincide con los clusters que hemos considerado en el apartado previo
# Visualización
#Cluster realizado con el método de división
fviz_cluster(list(data=clusterprueba1500,cluster=sub_grp))
#Cluster realizado con kmeans
fviz_cluster(k4, data = clusterprueba1500)
Como vemos, las divisiones son similares, pero no son iguales. Esto se debe al método de agregación que difiere en ambos casos.
A su vez, comparamos si los dendrogramas utilizados para agregar o dividir son isomorfos.
# Matriz de distancias
res.dist <- dist(clusterprueba1500, method = "euclidean")
# Calcuamos los dos clustering jerárquicos
hc1 <- hclust(res.dist, method = "ward")## The "ward" method has been renamed to "ward.D"; note new "ward.D2"hc2 <- hclust(res.dist, method = "ward.D2")
# Dendrogramas
dend1 <- as.dendrogram (hc1)
dend2 <- as.dendrogram (hc2)
# los enfrentamos
tanglegram(dend1, dend2)
Como podemos observar, no nos dan dendrogramas isomorfos puesto que los dos métodos manejan de manera diferente las distancias entre grupos durante el proceso de fusión.
rm(clusterprueba1500, clusterprueba200, datos1500Masc, dend1, dend2, hc1, hc2, hc200, hc4, hc5, hc5_200, k2, k200, k3, k4, k5_200, pca_1500masculino, prueba1500, prueba200MariposaMasc, pruebita, d, d200, distance, distancias, ac, sub_grp, res.dist, m)rm(centroides, centroideslong, cluster800libres, componentess, finalistas, free800WomensNormalizado, free800WomensPre, gap_stat, media_swimtime_por_cluster, auto, conteo, p, prueba200MariposaMasc2, prueba800libresPreliminar, prueba800long, R, i, Cor_CompVar, Cor_CompVar_retenidos)Objetivo del análisis y partición de los datos.
Nuestro objetivo en esta sección es predecir si los
nadadores que llegan a la final, van a disminuir su tiempo en esa prueba
(tomarán el valor 1), o si en cambio, no lo harán (tomarán el valor 0).
Para ello, vamos a crear la tabla datos2015Target.
A partir de este momento, vamos a estudiar acerca de un target. En este caso, nuestro target es ver si los finalistas van a mejorar su tiempo respecto a la ronda anteriormente nadada. Por lo que, vamos a quedarnos con el conjunto de nadadores que están clasificados a la final de cada prueba, y su tiempo en la ronda anterior. Para ello, voy a ir dividiendo los datos por cada distancia. Elegiré los nadadores que nadaron la final y la semifinal. Pero filtrando los semifinalistas
#Me quedo con los finalistas de las pruebas de 50, 100 y 200:
finalistas1<-datos2015[datos2015$round=="FIN" & datos2015$distance %in% c(50,100,200),]
condicionFiltro<-unique(finalistas1[,c("athleteid", "distance", "stroke")])
#Me quedo con los semifinalistas de las pruebas de 50, 100 y 200:
semifinalistas1<-datos2015[datos2015$round=="SEM" & datos2015$distance %in% c(50,100,200),]
#Ahora, los filtro para que cumplan esa condición de Filtro.
semifinalistasFiltrados <- merge(semifinalistas1, condicionFiltro, by = c("athleteid", "distance", "stroke"))
#Ahora, hago la unión.
dataframe1 <- rbind(finalistas1, semifinalistasFiltrados)
#Ahora, hago el mismo proceso para las pruebas de 400, 800 y 1500 pero con las finales y preliminares:
finalistas2<-datos2015[datos2015$round=="FIN" & datos2015$distance %in% c(400,800,1500),]
condicionFiltro<-unique(finalistas2[,c("athleteid", "distance", "stroke")])
semifinalistas2<-datos2015[datos2015$round=="PRE" & datos2015$distance %in% c(400,800,1500),]
#Ahora, los filtro para que cumplan esa condición de Filtro.
semifinalistasFiltrados2 <- merge(semifinalistas2, condicionFiltro, by = c("athleteid", "distance", "stroke"))
#Ahora, hago la unión.
dataframe2 <- rbind(finalistas2, semifinalistasFiltrados2)
#Ahora, hago la unión de mis datos:
datos2015Target<-rbind(dataframe1, dataframe2)
#Los voy a ordenar por prueba y nombre.
datos2015Target<-datos2015Target[order(datos2015Target$stroke, datos2015Target$athleteid, datos2015Target$distance), ]
rownames(datos2015Target)<-NULLBorramos todos los objetos auxiliares usados para obtener la tabla
datos2015Target
rm(condicionFiltro, dataframe1, dataframe2, finalistas1, finalistas2, semifinalistas1, semifinalistas2, semifinalistasFiltrados, semifinalistasFiltrados2)Vamos a calcular la media, desviación típica, mínimo y máximo de cada parcial:
#Hacemos un long to wide.
datos2015Target$split<-NULL
datos2015Target$cumswimtime<-NULL
datos2015TargetLong <- datos2015Target %>%
pivot_wider(names_from = splitdistance, # Los valores de 'Split' serán los nombres de las columnas
values_from =splitswimtime) # Los valores de 'Tiempo' llenarán las celdas
#Una vez hecho, vamos a calcular la media, desviación típica, mínimo y máximo de cada parcial.
datos2015TargetLong$mediaParciales <- rowMeans(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], na.rm=TRUE)
datos2015TargetLong$minimoParciales <- apply(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], 1, min, na.rm=TRUE)
datos2015TargetLong$maximoParciales <- apply(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], 1, max, na.rm=TRUE)
datos2015TargetLong$sdParcial<- apply(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], 1, sd, na.rm=TRUE)
datos2015TargetLong$medianaParciales<- apply(datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")], 1, median, na.rm=TRUE)
datos2015TargetLong[, c("50", "100", "150", "200", "250", "300", "350", "400", "450", "500", "550", "600", "650", "700", "750", "800", "850", "900", "950", "1000", "1050", "1100", "1150", "1200", "1250", "1300", "1350", "1400", "1450", "1500")]<-NULL
rm(datos2015Target)Ahora, busco que, para cada nadador que nada la final en una prueba
de una distancia determinada, en sus columnas aparezcan las variables de
las finales y las semifinales a la vez. Para ello, voy a dividir el
dataframe datos2015TargetLong en 2, uno con los finalistas
y otro con los semifinalistas.
dataframe1<-datos2015TargetLong[datos2015TargetLong$round=="FIN", ]
dataframe2<-datos2015TargetLong[datos2015TargetLong$round == "PRE" | datos2015TargetLong$round== "SEM", ]
#Voy a renombrar las variables para que, al hacer el merge, se puedan ver las variables de manera intuitiva.
dataframe1 <- dataframe1 %>%
dplyr::rename(
eventidF= eventid,
heatF= heat,
laneF= lane,
pointF= points,
reactiontimeF= reactiontime,
swimtimeF = swimtime,
daytimeF= daytime,
mediaParcialesF= mediaParciales,
minimoParcialesF= minimoParciales,
maximoParcialesF= maximoParciales,
sdParcialF= sdParcial,
medianaParcialesF= medianaParciales
)
dataframe2<- dataframe2%>%
dplyr::rename(
eventidP= eventid,
heatP= heat,
laneP= lane,
pointP= points,
reactiontimeP= reactiontime,
swimtimeP = swimtime,
daytimeP= daytime,
mediaParcialesP= mediaParciales,
minimoParcialesP= minimoParciales,
maximoParcialesP= maximoParciales,
sdParcialP= sdParcial,
medianaParcialesP= medianaParciales
)
#Ahora, quiero hacer un join por athleteid, distance, stroke:
datos2015Target <- merge(dataframe1, dataframe2, by = c("athleteid", "distance", "stroke"), all = FALSE)
# Eliminar una o varias columnas
datos2015Target <- datos2015Target %>% select(-round.x, -lastname.y, -firstname.y, -gender.y, -name.y, -code.y, -round.y, -edad.y)
#Renombro aquellas que tienen el .x o .y:
datos2015Target<- datos2015Target%>%
dplyr::rename(
lastname= lastname.x,
firstname= firstname.x,
gender= gender.x,
name= name.x,
code= code.x,
edad= edad.x
)rm(dataframe1, dataframe2, datos2015TargetLong )Bien, me falta ahora, añadir el target:
# Crear la nueva variable target según la condición
datos2015Target$target <- ifelse(datos2015Target$swimtimeF - datos2015Target$swimtimeP < 0, 1, 0)Si visualizo al primer nadador:
head(datos2015Target,1)## athleteid distance stroke lastname firstname gender name code
## 1 100403 100 FLY SCHOOLING JOSEPH ISAAC M Singapore SIN
## eventidF heatF laneF pointF reactiontimeF swimtimeF daytimeF edad
## 1 130 1 1 934 0.6 50.96 1813 20
## mediaParcialesF minimoParcialesF maximoParcialesF sdParcialF
## 1 25.48 23.53 27.43 2.757716
## medianaParcialesF eventidP heatP laneP pointP reactiontimeP swimtimeP
## 1 25.48 230 2 3 910 0.6 51.4
## daytimeP mediaParcialesP minimoParcialesP maximoParcialesP sdParcialP
## 1 1835 25.7 23.83 27.57 2.644579
## medianaParcialesP target
## 1 25.7 1Observo que Joseph Schooling, nadó la final más rapido que la final, por lo que tienen de target un 1.
Categorización de algunas variables.
Algunas de nuestras variables, son categóricas, pero tienen demasiadas categorías, por lo que si queremos hacer modelos como k-vecinos o árboles, puede que no sean todo lo generales que deberían. Por ejemplo, la variable país, puede servirnos para un modelo k-vecinos (siempre y cuando no consideremos la distancia euclídea), pero en un árbol de decisión podría hacer una división si perteneces a un conjunto de países muy específico. Como el objetivo es predecir con modelos lo más generales posibles, a continuación voy a ir evaluando las variables a las cuales les debemos hacer un tratamiento distinto de los datos:
Daytime.
Vamos a categorizar de cierta manera esta variable daytime. Como vimos en el EDA, tenemos dos sesiones, matinal y vespertina, luego, vamos a agrupar por sesión. Para ello, hacemos lo siguiente:
# Visto en el eda, se puede dividir por sesión si cojo del mínimo a 2,
datos2015Target$sesionP <- ifelse(datos2015Target$daytimeP<1400, "Matinal", "Vespertina")
datos2015Target$sesionP <- as.factor(datos2015Target$sesionP)Cabe destacar que, la sesion de las finales es SIEMPRE vespertina, luego no es necesario crear esa nueva variable.
País.
Nuestra variable país está bien, nos será útil en modelos que buscan más especificidad como los k-vecinos, pero en modelos como árboles de decisión, puede no ser lo suficientemente general. Por ello, vamos a agrupar por continente:
datos2015Target$continente <- countrycode(datos2015Target$code, origin = "iso3c", destination = "continent")
datos2015Target$continente <- as.factor(datos2015Target$continente)
summary(datos2015Target$continente)## Africa Americas Asia Europe Oceania NA's
## 2 62 39 102 27 39Si observo, hay algunos países que no los está cogiendo, voy a ver cuáles son:
naContinentes<- datos2015Target[is.na(datos2015Target$continente),]
summary(naContinentes$code)## GER NED DEN RSA BAH GRE SIN CHI SLO ALB
## 9 9 8 5 2 2 2 1 1 0
## ALG AND ANG ANT ARG ARM ARU AUS AUT AZE
## 0 0 0 0 0 0 0 0 0 0
## BAN BAR BDI BEL BEN BER BIH BLR BOL BOT
## 0 0 0 0 0 0 0 0 0 0
## BRA BRN BRU BUL BUR CAF CAM CAN CAY CGO
## 0 0 0 0 0 0 0 0 0 0
## CHN CIV CMR COK COL COM CRC CRO CUB CUR
## 0 0 0 0 0 0 0 0 0 0
## CYP CZE DJI DOM ECU EGY ESA ESP EST ETH
## 0 0 0 0 0 0 0 0 0 0
## FAR FIJ FIN FINA FRA FSM GAB GAM GBR GEO
## 0 0 0 0 0 0 0 0 0 0
## GHA GRN GUA GUI GUM GUY HAI HKG HON HUN
## 0 0 0 0 0 0 0 0 0 0
## INA IND IRI IRL IRQ ISL ISR ISV ITA IVB
## 0 0 0 0 0 0 0 0 0 0
## JAM JOR JPN KAZ KEN KGZ KOR KOS KUW (Other)
## 0 0 0 0 0 0 0 0 0 0Observo que países como Alemania, Países Bajos, Dinamarca… No me los está cogiendo adecuadamente, luego voy a proceder a hacerlo manualmente. Para ello:
datos2015Target$continente[datos2015Target$code == "GER" | datos2015Target$code == "NED" |
datos2015Target$code == "DEN" | datos2015Target$code == "GRE"
| datos2015Target$code == "SLO" ] <- "Europe"
datos2015Target$continente[datos2015Target$code == "RSA"]<- "Africa"
datos2015Target$continente[datos2015Target$code == "SIN" | datos2015Target$code == "BAH"]<- "Asia"
datos2015Target$continente[datos2015Target$code == "CHI"]<- "Americas"Visualicemos que todo esté en orden:
summary(datos2015Target$continente)## Africa Americas Asia Europe Oceania
## 7 63 43 131 27Perfecto, podemos proseguir.
rm(naContinentes)Partición de los datos.
La repartición de nuestros datos, será sobre las finales. En total, tengo 8 nadadores por cada final, 2 sexos. En las pruebas de 50 y 100 tengo 4 estilos, lo que suma 128 nadadores. También, tengo en las pruebas de 200, 8 nadadores, 2 sexos y 5 estilos, lo que suma 80. En el 400 tengo 8 nadadores, 2 sexos y 2 estilos, lo que suma 32 nadadores. En el 800 y 1500 tengo 8 nadadores por cada sexo, lo que hace un total de 32 nadadores.
La suma total es de 272 nadadores, aunque debemos tener en cuenta que hubo una baja en la final del 1500 masculino, luego será de 271 nadadores.
Vamos a ver si estas cuentas son ciertas de la siguiente manera:
nadadoresFinalistas<-nadadoresPruebas[nadadoresPruebas$round=="FIN", ]
rownames(nadadoresFinalistas) <- 1:nrow(nadadoresFinalistas)dim(nadadoresFinalistas)## [1] 271 21Luego, observamos que estamos en lo cierto. Realizamos la partición de los datos sobre el dataframe creado anteriormente:
n=nrow(datos2015Target)
set.seed(1312)
indices_validation= sample(1:n, n*0.1)
indices_entrenamiento= c(1:n)[-indices_validation]
#Tras dividir los datos, tomamos los de train y volvemos a dividir.
n_entrenamiento=length(indices_entrenamiento)
set.seed(2910)
indices_train=sample(indices_entrenamiento, 0.8*n_entrenamiento)
indices_test=c(1:n)[-c(indices_validation, indices_train)]
#Reiniciar las filas
rownames(datos2015Target) <- NULL
#Partición
datos2015Target_train=datos2015Target[indices_train,]
datos2015Target_test= datos2015Target[indices_test, ]
datos2015Target_validation=datos2015Target[indices_validation, ]# Eliminar las tablas que no se usarán
rm(datos2015, nadadoresParticipantes, nadadoresPruebas, nadadoresParticipantesCopia, nadadoresPruebasCopia, nadadoresFinalistas, indices_entrenamiento, indices_test, indices_train, indices_validation )
rownames(datos2015Target_train)<-NULL
rownames(datos2015Target_test)<-NULL
rownames(datos2015Target_validation)<-NULLAnálisis previo de los datos.
Antes de comenzar nuestro estudio, vamos a evaluar el total de nadadores que sí bajan de tiempo y el total que no lo hacen.
datos2015Target_train$target <- as.factor(datos2015Target_train$target)
summary(datos2015Target_train$target)## 0 1
## 83 112112/(112+83)## [1] 0.574359Tenemos que un 57.43% baja de marca. Tiene sentido intentar buscar mediante medidas de rendimiento, esas predicciones sobre nuevas observaciones. Vamos a evaluar todos los modelos de rendimiento vistos en teoría, y elegiremos el(los) que nos aporten un mayor rendimiento a través del análisis de sus medidas.
Variables que pueden influir en la respuesta.
Evaluamos en nuestro conjunto de datos si existe algún patrón que nos pueda ayudar a predecir si las nadadoras bajan o no de tiempo. Analizamos si existen variables que dictaminan más que otras.
Analizamos en primer lugar la edad. Evaluamos si existe algún tipo de relación entre la edad y si bajan o no tiempo. Para ello,
# Agrupar edades en intervalos (por ejemplo, cada 5 años)
df<-datos2015Target_train
df <- df %>%
mutate(grupo_edad = cut(edad, breaks = seq(10, 45, by = 5), right = FALSE))
## Calcular el porcentaje de nadadores que bajan (1) y que no bajan (0) por grupo de edad
porcentajes <- df %>%
dplyr::group_by(grupo_edad, target) %>%
dplyr::summarise(total = n(), .groups = "drop") %>%
dplyr::group_by(grupo_edad) %>%
dplyr::mutate(porcentaje = total / sum(total) * 100)
# Graficar: Gráfico de barras de porcentaje
ggplot(porcentajes, aes(x = grupo_edad, y = porcentaje, fill = factor(target))) +
geom_bar(stat = "identity", position = "dodge") +
labs(
title = "Porcentaje de Nadadores que Bajan y no Bajan por Grupo de Edad",
x = "Grupo de Edad",
y = "Porcentaje",
fill = "¿Bajan?"
) +
theme_minimal()
A partir de los 30 años, aumenta el porcentaje de nadadores que no mejoran su marca, lo que sugiere una posible relación que será considerada.
Continuamos nuestro estudio con la variable stroke, analizando si alguno de los 5 estilos tiene relación con la mejora de la marca. Lo vemos en el siguiente gráfico:
datos<- datos2015Target_train
# Calcular el porcentaje de nadadores que bajan (1) y que no bajan (0) por Stroke
porcentajes <- datos %>%
dplyr::group_by(stroke, target) %>%
dplyr::summarise(total = n(), .groups = "drop") %>%
dplyr::group_by(stroke) %>%
dplyr::mutate(porcentaje = total / sum(total) * 100)
# Graficar: Gráfico de barras de porcentaje
ggplot(porcentajes, aes(x = stroke, y = porcentaje, fill = factor(target))) +
geom_bar(stat = "identity", position = "dodge") +
labs(
title = "Porcentaje de Nadadores que Bajan y No Bajan por Stroke",
x = "Tipo de Stroke",
y = "Porcentaje",
fill = "¿Bajan?"
) +
theme_minimal()
Observamos que algunos estilos son más influyentes que otros. Medley y Free muestran un porcentaje elevado de mejora, mientras que en el estilo Braza no parece ser frecuente bajar la marca en las finales.
A continuación, analizamos si existe una relación entre las distancias y la mejora de la marca. El siguiente gráfico ilustra este análisis:
datos<-datos2015Target_train
datos$distance<- as.factor(datos$distance)
# Calcular el porcentaje de nadadores que bajan (1) y que no bajan (0) por Stroke
porcentajes <- datos %>%
dplyr::group_by(distance, target) %>%
dplyr::summarise(total = n(), .groups = "drop") %>%
dplyr::group_by(distance) %>%
dplyr::mutate(porcentaje = total / sum(total) * 100)
# Graficar: Gráfico de barras de porcentaje
ggplot(porcentajes, aes(x = distance, y = porcentaje, fill = factor(target))) +
geom_bar(stat = "identity", position = "dodge") +
labs(
title = "Porcentaje de Nadadores que Bajan y No Bajan por distancia",
x = "Tipo de Stroke",
y = "Porcentaje",
fill = "¿Bajan?"
) +
theme_minimal()
A partir de los 200 metros, se observa una tendencia en la que los nadadores parecen reservar parte de su energía durante las etapas iniciales para maximizar su rendimiento en las finales, donde efectivamente logran disminuir sus tiempos. Este comportamiento sugiere que es necesario considerar este factor en el análisis.
Medidas de rendimiento.
En los modelos que calcularemos a continuación, nuestro objetivo será garantizar que, cada vez que afirmemos que un nadador mejora su tiempo, esta predicción sea correcta. Por lo tanto, nos centraremos en minimizar la tasa de falsos positivos.
Una tabla de contingencia, es una herramienta que permite evaluar el rendimiento de un modelo de clasificación. Esta tabla resume las predicciones del modelo comparándolas con los valores reales y se utiliza principalmente en problemas de clasificación binaria (aunque puede ampliarse a multiclase).
| Prediction.0 | Prediction.1 | |
|---|---|---|
| Reference 0 | TN | FN |
| Reference 1 | FP | TP |
- TP (Verdaderos Positivos): Casos positivos correctamente predichos por el modelo.
- FN (Falsos Negativos): Casos positivos que el modelo clasificó incorrectamente como negativos.
- FP (Falsos Positivos): Casos negativos que el modelo clasificó incorrectamente como positivos.
- TN (Verdaderos Negativos): Casos negativos correctamente predichos por el modelo.
Por tanto, utilizaremos distintos modelos y evaluaremos su calidad mediante medidas de rendimiento que parten de la matriz de confusión, ya que nuestra variable objetivo es binaria (0,1).
Comentaremos las principales métricas de rendimiento, haciendo mayor hincapié en las siguientes:
- Accuracy o Exactitud \(= \frac{TP + TN}{N}\). Mide la proporción de predicciones correctas hechas por un modelo de clasificación. Es uno de los indicadores más utilizados para evaluar el desempeño de un modelo de clasificación. Intentaremos maximizar este valor.
- FPR (tasa de falsos positivos) \(= \frac{FP}{FP+TP}\) Intentaremos minimizar este valor, ya que mide la proporción de positivos que acierta el modelo. Esta medida de rendimiento, no se contempla en las matrices de confusión y debemos calcularla a mano.
De manera análoga al FPR, podemos usar \(= \frac{TP}{FP+TP}\) y tratar de maximizar este valor. Este valor sí que se encuentra en las matrices de confusión que evaluaremos más adelante.
Modelos K-Vecinos.
El método de los k vecinos más cercanos (abreviatura de “k nearest neighbors” en inglés), se cuenta entre los enfoques más simples y ampliamente utilizados en el campo del Machine Learning. Su simplicidad conceptual y eficacia en problemas de clasificación y regresión lo convierten en una herramienta fundamental en análisis predictivo. El k-NN se basa en la noción de similitud entre observaciones, donde se mide la distancia entre los puntos de datos en el espacio multidimensional. La idea central es que los puntos cercanos en el espacio de características son similares y, por lo tanto, deben compartir la misma etiqueta de clase.
En un problema de clasificación, el algoritmo asigna a una observación desconocida (nuevo dato) la clase predominante entre sus k vecinos más cercanos. La distancia entre un punto de prueba y todos los puntos del conjunto de entrenamiento se calcula utilizando una métrica de distancia, como:
Distancia Euclídea:
\[
d(p, q) = \sqrt{\sum_{i=1}^n (p_i - q_i)^2}
\]
Distancia Manhattan:
\[
d(p, q) = \sum_{i=1}^n |p_i - q_i|
\]
Distancia de Gower para datos mixtos (numéricos y categóricos).
El parámetro k es crucial para el rendimiento del
modelo:
- Un valor de k pequeño puede llevar a un modelo
sensible al ruido y con riesgo de sobreajuste.
- Un valor de k grande suaviza las predicciones, pero
puede perder patrones locales importantes.
Para elegir el valor óptimo de k, se utiliza validación cruzada.
En nuestro caso, el objetivo es predecir si un nadador mejora su tiempo en la final respecto a las preliminares. Las principales consideraciones fueron:
- Se seleccionaron variables continuas para el análisis.
- Se seleccionaron variables relevantes (continuas) para el análisis.
- Se implementaron distancias sobre las variables (relevantes y continuas) para el análisis.
Modelo 1.
En este modelo, seleccionaremos todas las variables continuas disponibles y las escalaremos para que tengan una contribución equitativa en el cálculo de la distancia. Utilizaremos la distancia Euclídea como métrica para determinar los vecinos más cercanos. La distancia Euclídea entre dos puntos \(p\) y \(q\) en un espacio n-dimensional se define como:
\[ d(p, q) = \sqrt{\sum_{i=1}^n (p_i - q_i)^2} \]
Donde \(p_i\) y \(q_i\) son las coordenadas de los puntos \(p\) y \(q\).
# Elegimos todas las variables continuas.
df <- datos2015Target_train %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)
#Entrenamos el modelo.
modelo1knn = knn3(scale(df[,-1]), as.factor(df$target), k=3, prob=TRUE)Una vez entrenado, evaluaremos el modelo en el conjunto de entrenamiento calculando la matriz de confusión y las métricas de rendimiento. En función de los resultados, evaluaremos si este modelo logra un buen equilibrio entre sensibilidad y especificidad, o si es necesario ajustar parámetros como el número de vecinos k o la selección de variables.
predicciones <- predict(modelo1knn, newdata = scale(df[,-1]), type = "class")
matrizconfusion1 <- caret::confusionMatrix(predicciones, as.factor(df$target), positive = "1")
print(matrizconfusion1)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 51 21
## 1 32 91
##
## Accuracy : 0.7282
## 95% CI : (0.66, 0.7893)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : 6.118e-06
##
## Kappa : 0.4344
##
## Mcnemar's Test P-Value : 0.1696
##
## Sensitivity : 0.8125
## Specificity : 0.6145
## Pos Pred Value : 0.7398
## Neg Pred Value : 0.7083
## Prevalence : 0.5744
## Detection Rate : 0.4667
## Detection Prevalence : 0.6308
## Balanced Accuracy : 0.7135
##
## 'Positive' Class : 1
## Tras los resultados, observamos que el modelo acierta 3 de cada 4 veces que predice (72.82%). Además, la tasa de verdaderos positivos es de 73.98%.
Dado nuestro objetivo de minimizar los falsos positivos, este modelo no cumple demasiado bien los requisitos. A priori, no va a ser un buen modelo. Nos servirá como modelo base para intentar encontrar uno mejor.
Podríamos pensar que, aunque nuestro modelo no está siendo del todo bueno, alomejor sí que está siendo decisivo para algún rango concreto de probabilidades. Como tengo sólamente las siguientes probabilidades al ser k=3 (0, 0.3, 0.6,1), vamos a pintar la matriz de confusión con estos cortes:
predicciones <- predict(modelo1knn, newdata = scale(df[,-1]), type="prob")[,2]
table(cut(predicciones, c(-1, 0, 0.4,0.7,1)), as.factor(df$target))##
## 0 1
## (-1,0] 14 0
## (0,0.4] 37 21
## (0.4,0.7] 32 60
## (0.7,1] 0 31Si observamos aquí nuestros datos, podríamos concluir que, si los 3 vecinos de nuestro nadador no bajan de marca, entonces está claro que él tampoco lo hace. De manera análoga, si los 3 vecinos lo hace, sí que baja de marca. Nuestro modelo está siendo efectivo en las probabilidades extremas, y entre medias, no tanto. Veamos ahora en test esto:
df <- datos2015Target_test %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)
predicciones <- predict(modelo1knn, newdata = scale(df[,-1]), type="prob")[,2]
table(cut(predicciones, c(-1, 0, 0.4,0.7,1)), as.factor(df$target))##
## 0 1
## (-1,0] 2 1
## (0,0.4] 4 10
## (0.4,0.7] 12 10
## (0.7,1] 6 4Parece que está sobreajustando y no es capaz de dividir igual de bien en test, luego no parece ser un buen modelo.
rm(predicciones, matrizconfusion1, df)Modelo 2.
Para mejorar el rendimiento del modelo y evitar el ruido generado por variables irrelevantes, realizamos una selección de las variables más importantes que deberían incluirse en el modelo. Esta selección permitirá identificar las características más relevantes que determinan si un nadador baja de tiempo o no.
Para ello, volvemos a cargar todas las variables:
df <- datos2015Target_train %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)
df_test<- datos2015Target_test %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)Para refinar aún más nuestro modelo KNN, implementaremos un procedimiento de Eliminación Recursiva de Características (RFE). Este método, utilizando validación cruzada, seleccionará las características más relevantes que optimizan el rendimiento del modelo, reduciendo el impacto del ruido de variables irrelevantes.
El RFE seleccionará las variables más influyentes para predecir el objetivo (target) usando un Random Forest. Los resultados incluirán, tanto la lista de las mejores variables seleccionadas, como las métricas de rendimiento asociadas con cada tamaño de subconjunto.
x <- scale(df[,-1])
y <- df$target # Variable objetivo
# Crear un objeto de control para el entrenamiento
ctrl <- rfeControl(functions=rfFuncs, method="cv", number=10)
# Hacer la selección de variables con RFE
result <- rfe(x, y, sizes=c(1:ncol(x)), rfeControl=ctrl)
# Ver los resultados
print(result)##
## Recursive feature selection
##
## Outer resampling method: Cross-Validated (10 fold)
##
## Resampling performance over subset size:
##
## Variables Accuracy Kappa AccuracySD KappaSD Selected
## 1 0.5605 0.1066 0.15414 0.3089
## 2 0.5653 0.1128 0.12056 0.2382
## 3 0.6069 0.1883 0.12989 0.2698
## 4 0.5864 0.1420 0.13739 0.2864
## 5 0.5916 0.1600 0.12398 0.2583
## 6 0.5911 0.1546 0.10569 0.2201
## 7 0.6111 0.1892 0.09698 0.2116
## 8 0.6006 0.1671 0.11354 0.2450
## 9 0.6362 0.2322 0.09698 0.2162 *
##
## The top 5 variables (out of 9):
## swimtimeP, medianaParcialesP, maximoParcialesP, minimoParcialesP, mediaParcialesPDespués de implementar el proceso de selección de características mediante RFE, hemos identificado las variables más relevantes para la predicción del objetivo (target). Estas variables seleccionadas serán utilizadas para ajustar un modelo KNN más eficiente y preciso. Las variables seleccionadas son swimtimeP,mediaParcialesP,minimoParcialesP, maximoParcialesP y medianaParcialesP.
df <- datos2015Target_train %>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)
df_test<- datos2015Target_test%>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)
#Entrenamos el modelo.
modelo2knn = knn3(scale(df[,-1]), as.factor(df$target), k=3, prob=TRUE)Una vez que hemos entrenado el modelo KNN con las variables seleccionadas, es fundamental analizar su rendimiento en el conjunto de datos de entrenamiento (train) para asegurarnos de que el modelo ha capturado correctamente los patrones presentes en los datos.
predicciones <- predict(modelo2knn, newdata = scale(df[,-1]), type = "class")
matrizconfusion1 <- caret::confusionMatrix(predicciones, as.factor(df$target), positive = "1")
print(matrizconfusion1)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 53 11
## 1 30 101
##
## Accuracy : 0.7897
## 95% CI : (0.7258, 0.8447)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : 1.96e-10
##
## Kappa : 0.5568
##
## Mcnemar's Test P-Value : 0.004937
##
## Sensitivity : 0.9018
## Specificity : 0.6386
## Pos Pred Value : 0.7710
## Neg Pred Value : 0.8281
## Prevalence : 0.5744
## Detection Rate : 0.5179
## Detection Prevalence : 0.6718
## Balanced Accuracy : 0.7702
##
## 'Positive' Class : 1
## El modelo clasifica correctamente el 78.97% de las observaciones. Casi 4 de cada 5, luego parece mejor que el primer modelo entrenado. Además, su tasa de verdaderos positivos es mayor que antes.
Probamos dividir nuestras predicciones en 4 grupos según sus probabilidades de mejora. De esta forma, intentamos reducir los errores de predicción para aquellos casos en los que no está realmente asegurada su mejora (o su no mejora). Para ello, realizamos la siguiente tabla,
predicciones <- predict(modelo2knn, newdata = scale(df[,-1]), type = "prob")[,2]
table(round(predicciones, 3),df$target)##
## 0 1
## 0 31 0
## 0.333 22 11
## 0.667 30 64
## 1 0 37Como vemos, dividiendo a nuestros nadadores en cuatro grupos, obtenemos que las predicciones para los participantes que mejoran coinciden en su totalidad con los datos de referencia. A su vez, las predicciones del primer grupo donde establecemos que no mejorarán su marca también carecen de error.
Vistos los resultados del modelo en el conjunto de entrenamiento, esto nos dará una idea inicial del ajuste del modelo. Sin embargo, la eficacia de nuestro modelo radicará en cómo se comporta en datos no vistos.
El modelo entrenado es ahora evaluado en el conjunto de prueba (test) para medir su capacidad de generalización y comprobar si puede mantener un rendimiento adecuado fuera del conjunto de entrenamiento.
predicciones <- predict(modelo2knn, newdata = scale(df_test[,-1]), type = "class")
matrizconfusion1 <- caret::confusionMatrix(predicciones, as.factor(df_test$target), positive = "1")
print(matrizconfusion1)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 10 3
## 1 14 22
##
## Accuracy : 0.6531
## 95% CI : (0.5036, 0.7833)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.03089
##
## Kappa : 0.2994
##
## Mcnemar's Test P-Value : 0.01529
##
## Sensitivity : 0.8800
## Specificity : 0.4167
## Pos Pred Value : 0.6111
## Neg Pred Value : 0.7692
## Prevalence : 0.5102
## Detection Rate : 0.4490
## Detection Prevalence : 0.7347
## Balanced Accuracy : 0.6483
##
## 'Positive' Class : 1
## Vemos que, el Accuracy baja al predecir en datos nunca vistos, acierta un 65% de las veces que predice algo. Además, la tasa de verdaderos positivos es de un 61%, un poco baja. Aún así, este modelo es mejor que el anteriormente entrenado.
Si probamos en test nuestras predicciones con los umbrales impuestos anteriormente clasificando en varios grupos, tenemos:
predicciones <- predict(modelo2knn, newdata = scale(df_test[,-1]), type = "prob")[,2]
table(round(predicciones, 3),df_test$target)##
## 0 1
## 0 4 1
## 0.333 6 2
## 0.667 9 14
## 1 5 8Como vemos, tendríamos 4 grupos:
- Grupo 1: nadadores que con alta probabilidad podemos predecir que no mejorarán su marca. Acertamos en 4 de cada 5.
- Grupo 2: nadadores que probablemente, con menor seguridad, no mejorarán su marca. En este caso, acertamos en 6 de 8 participantes.
- Grupo 3: nadadores que posiblemente mejoren su marca. Acertamos en 14 de 23.
- Grupo 4: nadadores que con alta probabilidad mejorarán. Acertamos en 8 de 13.
rm(matrizconfusion1, df, df_test, predicciones)Modelo 3
En este paso, seleccionamos las variables predictoras más relevantes para el modelo basado en K-Vecinos, según los resultados obtenidos en el modelo previo. Estas variables han demostrado ser las más representativas para predecir el target, que indica si un nadador logra mejorar su tiempo en la final. Las variables seleccionadas son: - swimtimeP - mediaParcialesP - minimoParcialesP - maximoParcialesP - medianaParcialesP
df <- datos2015Target_train %>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)
df_test<- datos2015Target_test%>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)Mientras que knn3 entrena un modelo K-Vecinos y lo almacena para futuras predicciones, knn3Train calcula directamente las predicciones sobre un conjunto de prueba proporcionado, basado en los datos de entrenamiento, sin guardar un modelo explícito.
En este ejemplo, utilizamos knn3Train para implementar un modelo KNN con un escalado de datos y la distancia Manhattan como métrica.
#los empleamos escalados
x_train <- as.matrix(scale(df[, -1]))
x_test <- as.matrix(scale(df_test[, -1]))
dist_train <- proxy::dist(x_train, method = "manhattan")
dist_test <- proxy::dist(x_test, x_train, method = "manhattan")
modelo3knn <- knn3Train(
train = x_train,
test = x_test,
cl = as.factor(df$target),
k = 3,
prob = TRUE
)El modelo knn3Train devuelve directamente las predicciones sobre el conjunto de prueba. Las predicciones se pueden usar para construir una matriz de confusión.
matriz_confusion <- caret::confusionMatrix(as.factor(modelo3knn), as.factor(df_test$target), positive = "1")
# Mostrar la matriz de confusión y métricas
print(matriz_confusion)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 10 3
## 1 14 22
##
## Accuracy : 0.6531
## 95% CI : (0.5036, 0.7833)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.03089
##
## Kappa : 0.2994
##
## Mcnemar's Test P-Value : 0.01529
##
## Sensitivity : 0.8800
## Specificity : 0.4167
## Pos Pred Value : 0.6111
## Neg Pred Value : 0.7692
## Prevalence : 0.5102
## Detection Rate : 0.4490
## Detection Prevalence : 0.7347
## Balanced Accuracy : 0.6483
##
## 'Positive' Class : 1
## El modelo clasifica correctamente aproximadamente el 65% de los casos en el conjunto de prueba. Aunque supera el azar, es similar al modelo basado en la distancia euclidiana.
Es un modelo muy parecido al modelo 2. Ya que la tasa de positivos verdaderos también es del 61%. Nos quedaremos con el segundo modelo.
#elimino el modelo porque el que me sirve es el modelo 2
rm(df,df_test,dist_train,dist_test,matriz_confusion, x_test, x_train, modelo3knn)Resumen y decisión
A continuación haremos un resumen de los modelos ajustados.
modelo1KNN:En este modelo se seleccionaron todas las variables continuas disponibles y se escalaron para garantizar que tengan una contribución equitativa en el cálculo de la distancia. Se utilizó la distancia Euclídea como métrica principal para determinar los vecinos más cercanos. A pesar de las limitaciones, este modelo será la base para explorar mejoras, como la selección de variables relevantes, la optimización del número k, o el uso de métricas de distancia alternativas.
modelo2KNN: En este modelo, se buscó mejorar el rendimiento del KNN reduciendo el impacto del ruido generado por variables irrelevantes. Para ello, se implementó Eliminación Recursiva de Características con validación cruzada para seleccionar las variables más importantes, se utilizó la distancia Euclídea como métrica y se escalaron las variables seleccionadas para asegurar contribuciones equitativas. Aunque el modelo mejora en comparación con la versión inicial al seleccionar variables relevantes, todavía tiene dificultades para generalizar bien en datos no vistos, particularmente en la clase negativa.
modelo3KNN: En este modelo, se seleccionaron las mismas variables relevantes identificadas en el Modelo 2. El objetivo principal fue evaluar el impacto de utilizar la distancia Manhattan como métrica en lugar de la distancia Euclídea. La distancia Manhattan no mejora el rendimiento respecto a la distancia Euclídea en este contexto.
Basándonos en el resumen anterior presentado, optaremos por tomar de entre los K-NN el modelo 2.
df_test1 <- datos2015Target_test %>% select(target, reactiontimeF, edad, pointP, reactiontimeP, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)
df_test2<- datos2015Target_test%>% select(target, swimtimeP, mediaParcialesP, minimoParcialesP, maximoParcialesP, medianaParcialesP)La curva ROC mide la sensibilidad (tasa de verdaderos positivos) frente a la especificidad (1 - tasa de falsos positivos).
Ambas curvas parecen similares y están relativamente cerca de la diagonal (línea gris), lo que sugiere un desempeño moderado para ambos modelos.
probs_knn1 <- predict(modelo1knn, newdata = df_test1[,-1], type = "prob")[, 2]
probs_knn2<- predict(modelo2knn, newdata = df_test2[,-1], type = "prob")[, 2]
#Generar las curvas ROC para cada modelo
roc_knn1 <- roc(df_test1$target, probs_knn1)## Setting levels: control = 0, case = 1## Setting direction: controls < casesroc_knn2<- roc(df_test2$target, probs_knn2)## Setting levels: control = 0, case = 1
## Setting direction: controls < casesplot.roc(roc_knn1,print.auc=T, print.thres = "best", col="blue",xlab = "Especificidad", ylab="Sensibilidad",xlim = c(1, 0), ylim = c(0, 1))
plot.roc(roc_knn2,print.auc=T, print.thres = "best", col="blue",xlab = "Especificidad", ylab="Sensibilidad",xlim = c(1, 0), ylim = c(0, 1))
# Calcular el AUC para cada modelo
auc_knn1 <- pROC::auc(roc_knn1)
auc_knn2<- pROC::auc(roc_knn2)
# Imprimir los valores de AUC
cat("AUC KNN modelo 1", auc_knn1, "\n")## AUC KNN modelo 1 0.4983333cat("AUC KNN modelo 2:", auc_knn2, "\n")## AUC KNN modelo 2: 0.5275# Graficar las curvas ROC
# analogo
#plot(roc_knn1, col = "blue", lwd = 2, main = "Comparación de Curvas ROC para Modelos KNN")
#lines(roc_knn2, col = "red", lwd = 2)
#abline(a = 0, b = 1, col = "gray", lty = 2)
#legend("bottomright", legend = c("KNN modelo 1", "KNN modelo2"),
#col = c("blue", "red", "green", "purple"), lwd = 2, cex = 0.5) El modelo 2 tiene una ligera ventaja en términos de capacidad discriminativa, ya que su AUC está por encima de 0.5, lo que indica que puede distinguir mejor entre nadadores que bajan y no bajan de tiempo. En contraste, el modelo 1 (AUC ~ 0.4983) está prácticamente en el azar (similar a tirar una moneda al aire).
Aunque el AUC del modelo 2 es superior, un valor de 0.5275 sigue siendo bajo. Esto sugiere que ambos modelos tienen un desempeño moderado y que todavía hay espacio para mejorar, ya sea ajustando hiperparámetros (k), probando otras distancias (como Gower), o incluyendo nuevas variables predictoras.
En este caso, aunque las curvas ROC nos proporcionan información, sería más útil trabajar en mejorar el modelo KNN antes de centrarnos en estas gráficas.
Mantenemos el modelo 2 como el mejor hasta ahora, ya que tiene un AUC superior.
Árboles de decisión
Los árboles de decisión son un modelo de aprendizaje supervisado ampliamente utilizado debido a su capacidad de manejar tanto variables categóricas como numéricas, su facilidad de interpretación y su robustez frente a datos no escalados. Estos algoritmos seleccionan secuencialmente las características más informativas (ganancia de información o reducción de entropía) para predecir una variable objetivo, dividiendo los datos en ramas basadas en dichas características.
En este análisis, implementamos un árbol de decisión para predecir si un nadador mejorará su tiempo en la final (target).
Modelo 1.
En este modelo inicial:
- Se utilizan todas las variables disponibles para el modelo.
- La variable code (país) se sustituye por el continente, con el objetivo de reducir la granularidad y mejorar la generalización.
- La variable daytimeP se reemplaza por una variable categórica que indique si la sesión fue matinal o vespertina.
Seleccionamos las variables:
df_arbol <- datos2015Target_train %>% select(target, distance, stroke, gender, continente ,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
## Además, definimos la variable distancia como categórica.
df_arbol$distance<- as.factor(df_arbol$distance)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)A continuación, ajustamos el primer árbol de decisión utilizando todas las variables seleccionadas:
arbol1 <- rpart(target~., data = df_arbol, method = 'class')
rpart.plot(arbol1, extra = 1)
arbol1## n= 195
##
## node), split, n, loss, yval, (yprob)
## * denotes terminal node
##
## 1) root 195 83 1 (0.42564103 0.57435897)
## 2) swimtimeP< 106.15 101 44 0 (0.56435644 0.43564356)
## 4) medianaParcialesP>=26.765 45 13 0 (0.71111111 0.28888889)
## 8) laneP=1,3,6,7,8 23 2 0 (0.91304348 0.08695652) *
## 9) laneP=2,4,5 22 11 0 (0.50000000 0.50000000)
## 18) stroke=BREAST,FLY,FREE 15 4 0 (0.73333333 0.26666667) *
## 19) stroke=BACK 7 0 1 (0.00000000 1.00000000) *
## 5) medianaParcialesP< 26.765 56 25 1 (0.44642857 0.55357143)
## 10) laneF=2,4,6 20 5 0 (0.75000000 0.25000000)
## 20) mediaParcialesP< 24.905 11 0 0 (1.00000000 0.00000000) *
## 21) mediaParcialesP>=24.905 9 4 1 (0.44444444 0.55555556) *
## 11) laneF=1,3,5,7,8 36 10 1 (0.27777778 0.72222222) *
## 3) swimtimeP>=106.15 94 26 1 (0.27659574 0.72340426)
## 6) medianaParcialesP>=33.91 10 3 0 (0.70000000 0.30000000) *
## 7) medianaParcialesP< 33.91 84 19 1 (0.22619048 0.77380952)
## 14) laneP=2 7 2 0 (0.71428571 0.28571429) *
## 15) laneP=0,1,3,4,5,6,7,8 77 14 1 (0.18181818 0.81818182)
## 30) laneF=1,2,6 32 10 1 (0.31250000 0.68750000)
## 60) laneP=3,5,6,8 20 9 1 (0.45000000 0.55000000)
## 120) continente=Americas,Asia 9 3 0 (0.66666667 0.33333333) *
## 121) continente=Europe,Oceania 11 3 1 (0.27272727 0.72727273) *
## 61) laneP=0,1,4,7 12 1 1 (0.08333333 0.91666667) *
## 31) laneF=3,4,5,7,8 45 4 1 (0.08888889 0.91111111) *El árbol clasifica 195 observaciones en base a las variables seleccionadas. La variable swimtime es la primera variable utilizada para dividir, lo que indica su importancia clave. Los nadadores con tiempos menores a 106.15 segundos son más propensos a no bajar su tiempo (clase 0). La medianaParcialesP, se utiliza en varios nodos secundarios, mostrando que afecta la clasificación tanto en clases 0 como 1. laneP y laneF, los carriles en preliminares y finales, tienen un impacto notable en las probabilidades de clasificación. El continente es introducido en un nodo profundo, sugiriendo que su efecto es menor comparado con otras variables.
Primero, evaluamos el modelo en el conjunto de entrenamiento para entender su desempeño inicial.
prediction <- predict(arbol1, df_arbol, type = 'class')
cf_train <- confusionMatrix(prediction, as.factor(df_arbol$target),positive="1",
mode = 'everything')
cf_train## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 61 14
## 1 22 98
##
## Accuracy : 0.8154
## 95% CI : (0.7537, 0.8672)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : 7.655e-13
##
## Kappa : 0.6176
##
## Mcnemar's Test P-Value : 0.2433
##
## Sensitivity : 0.8750
## Specificity : 0.7349
## Pos Pred Value : 0.8167
## Neg Pred Value : 0.8133
## Precision : 0.8167
## Recall : 0.8750
## F1 : 0.8448
## Prevalence : 0.5744
## Detection Rate : 0.5026
## Detection Prevalence : 0.6154
## Balanced Accuracy : 0.8050
##
## 'Positive' Class : 1
## Nuestro árbol inicial presenta buenos resultados, con una precisión (Accuracy) del 81.1%, lo cual se considera un desempeño notable. Además, presenta también una buena precisión a la hora de identificar los nadadores que bajan de tiempo, un 81.67%.
El modelo muestra un buen ajuste en los datos de entrenamiento, con alta sensibilidad y precisión. Sin embargo, puede ser debido al sobreajuste. Esto deberá confirmarse evaluando el modelo en el conjunto de prueba:
prediction <- predict(arbol1, df_test_arbol, type = 'class')
cf_test <- confusionMatrix(prediction, as.factor(df_test_arbol$target),positive="1",
mode = 'everything')
cf_test## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 10 8
## 1 14 17
##
## Accuracy : 0.551
## 95% CI : (0.4023, 0.6933)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.3346
##
## Kappa : 0.0972
##
## Mcnemar's Test P-Value : 0.2864
##
## Sensitivity : 0.6800
## Specificity : 0.4167
## Pos Pred Value : 0.5484
## Neg Pred Value : 0.5556
## Precision : 0.5484
## Recall : 0.6800
## F1 : 0.6071
## Prevalence : 0.5102
## Detection Rate : 0.3469
## Detection Prevalence : 0.6327
## Balanced Accuracy : 0.5483
##
## 'Positive' Class : 1
## Al evaluar el modelo en el conjunto de prueba, los resultados reflejan un desempeño significativamente inferior al observado en el entrenamiento. Esto sugiere una posible falta de generalización, especialmente en términos de exactitud y especificidad. El alto número de falsos positivos sugiere que el modelo tiene dificultades para diferenciar correctamente entre nadadores que bajan y no bajan su tiempo.
rm(df_arbol, df_test_arbol, cf_test, cf_train, prediction)Modelo 2.
La función utilizada para generar el árbol en el modelo anterior incluye valores predeterminados que no se ajustan completamente a las necesidades de este análisis, por lo que será necesario personalizarlos.
En este modelo, ajustamos la estructura del árbol de decisión modificando los parámetros predeterminados con la función rpart.control. Esto nos permite controlar aspectos clave del árbol, como el número mínimo de observaciones necesarias para dividir un nodo, el tamaño mínimo de un nodo terminal, la profundidad máxima del árbol y el parámetro de complejidad (cp).
Para este modelo, usamos las mismas variables que en el modelo 1:
df_arbol <- datos2015Target_train %>% select(target, distance, stroke, gender, continente ,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
## Además, defino mi variable distancia como categórica.
df_arbol$distance<- as.factor(df_arbol$distance)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)Se emplean los siguientes parámetros de control:
control_tree <- rpart.control(minsplit = 4,
minbucket = 2,
maxdepth = 5,
cp = 0)El árbol se entrena utilizando las variables seleccionadas y el control previamente configurado:
# Entrenar el árbol de decisión
arbol2 <- rpart(target ~ ., data = df_arbol, method = "class", control = control_tree)Para interpretar fácilmente las divisiones y decisiones del modelo, podemos graficar el árbol generado:
# Modificar las etiquetas con salto de línea
rpart.plot(arbol2,
type = 1,
extra = 104,
branch=1,
space=0.5,
under = TRUE,
cex = 0.4,
box.palette = "Blues",
tweak = 1.5,
fallen.leaves = TRUE,
main = "Árbol de Decisión")
Cada hoja (nodo final) indica una predicción (0 o 1), con precisión y porcentaje de datos representados.
A continuación, procedemos a realizar las predicciones correspondientes en nuestros conjuntos de datos tanto de train como de test.
Comenzamos en train:
# Predicciones en el conjunto de entrenamiento
pred_train <- predict(arbol2, newdata = df_arbol, type = "class")
cf_train <- confusionMatrix(pred_train, as.factor(df_arbol$target),positive="1",
mode = 'everything')
cf_train## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 64 5
## 1 19 107
##
## Accuracy : 0.8769
## 95% CI : (0.8224, 0.9195)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.7427
##
## Mcnemar's Test P-Value : 0.007963
##
## Sensitivity : 0.9554
## Specificity : 0.7711
## Pos Pred Value : 0.8492
## Neg Pred Value : 0.9275
## Precision : 0.8492
## Recall : 0.9554
## F1 : 0.8992
## Prevalence : 0.5744
## Detection Rate : 0.5487
## Detection Prevalence : 0.6462
## Balanced Accuracy : 0.8632
##
## 'Positive' Class : 1
## En general, el modelo muestra un buen rendimiento: la precisión (87.69%) es bastante alta, lo que indica que la mayoría de las predicciones son correctas. Además, detecta bastante bien aquellos nadadores que consiguen bajar de marca, ya que consigue identificar el 84.92%.
Lo analizamos a continuación con los datos test:
pred_test <- predict(arbol2, newdata = df_test_arbol, type = "class")
cf_test <- confusionMatrix(pred_test, as.factor(df_test_arbol$target),positive="1",
mode = 'everything')
cf_test## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 11 8
## 1 13 17
##
## Accuracy : 0.5714
## 95% CI : (0.4221, 0.7118)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.2378
##
## Kappa : 0.1389
##
## Mcnemar's Test P-Value : 0.3827
##
## Sensitivity : 0.6800
## Specificity : 0.4583
## Pos Pred Value : 0.5667
## Neg Pred Value : 0.5789
## Precision : 0.5667
## Recall : 0.6800
## F1 : 0.6182
## Prevalence : 0.5102
## Detection Rate : 0.3469
## Detection Prevalence : 0.6122
## Balanced Accuracy : 0.5692
##
## 'Positive' Class : 1
## El modelo tiene un buen desempeño en el conjunto de entrenamiento, pero tiene un bajo desempeño en datos no vistos, lo que sugiere sobreajuste. En este caso, tiene un accuracy de 57.14%, lo que indica que el modelo acierta en aproximadamente la mitad de las predicciones. Además, detecta 1 de cada 2 positivos aproximadamente. No es un buen modelo.
rm(df_arbol, df_test_arbol, cf_test, cf_train, control_tree, pred_test, pred_train)Modelo 3.
En este modelo, buscamos optimizar el parámetro de complejidad (cp) del árbol de decisión utilizando validación cruzada. Este proceso ayuda a determinar el nivel óptimo de poda, equilibrando la capacidad del modelo para generalizar sin sobreajustar.
Comenzamos con las mismas variables que el modelo anterior:
df_arbol <- datos2015Target_train %>% select(target, distance, stroke, gender, continente ,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
## Además, defino mi variable distancia como categórica.
df_arbol$distance<- as.factor(df_arbol$distance)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)Se utiliza el conjunto de entrenamiento df_arbol para buscar el mejor valor de cp mediante validación cruzada de 10 particiones.
# Validación cruzada para encontrar el mejor cp
set.seed(123)
control <- trainControl(method = "cv", number = 10) # 10-fold validation
arbol_cv <- caret::train(target ~ .,
data = df_arbol,
method = "rpart",
trControl = control,
tuneLength = 10) El mejor valor de cp se obtiene automáticamente al ajustar el modelo y se puede visualizar:
# Mejor valor de cp
print(arbol_cv$bestTune)## cp
## 2 0.01740295Controlar la profundidad del árbol (usando parámetros como maxdepth o cp) es un equivalente funcional a realizar selección de variables. Sin embargo, realizar una selección previa puede ser útil en contextos específicos, especialmente si buscamos comparar resultados entre diferentes modelos o reducir la complejidad del análisis.
Para determinar las características más relevantes en el modelo, analizamos la importancia de las variables. Esto ayuda a identificar aquellas que tienen un impacto significativo en la predicción de la variable objetivo (target).
# Importancia de las variables
importancia <- varImp(arbol_cv, scale = TRUE)
print(importancia)## rpart variable importance
##
## only 20 most important variables shown (out of 63)
##
## Overall
## swimtimeP 100.00
## strokeBREAST 99.59
## medianaParcialesP 99.45
## maximoParcialesP 98.36
## mediaParcialesP 77.60
## pointP 60.30
## laneP4 56.22
## laneP2 48.99
## genderM 34.16
## minimoParcialesP 30.27
## edad 29.84
## continenteEurope 23.74
## reactiontimeP 23.33
## distance100 21.01
## laneF8 11.03
## laneP9 0.00
## laneP6 0.00
## heatF7 0.00
## strokeFLY 0.00
## heatF11 0.00A partir de los resultados obtenidos, seleccionamos las variables más importantes, descartando aquellas que tienen una contribución baja al modelo. Esto permite simplificar el modelo y reducir el ruido generado por características irrelevantes.
Con las variables seleccionadas (swimtimeP, stroke, medianaParcialesP), construimos un nuevo árbol utilizando el mejor valor de cp encontrado en el paso anterior:
set.seed(123)
arbol4 <- rpart(target ~ .,
data = df_arbol %>% select(swimtimeP, stroke, medianaParcialesP,target),
method = "class",
control = rpart.control(cp = arbol_cv$bestTune$cp))# Visualización del árbol reducido
rpart.plot(arbol4, type = 3, extra = 104, under = TRUE, cex = 0.8)
En este árbol toma la variable más importante el tiempo de nado en el parcial. En concreto, es relevante si los nadadores tienen un tiempo mayor o menor de 106 segundos, probablemente indique una división entre las pruebas de larga y baja distancia. Posteriormene divide según las medianas de dichos parciales. Por último, utiliza nuevamente los tiempos de los parciales. En resumen, el árbol toma como las variables más influyentes las basadas en los tiempos y sus medianas parciales.
Si tenemos en cuenta el funcionamiento de un árbol de decisión, la selección de variables nos sirve para visualizar que, efectivamente, está eligiendo las más importantes. Es decir, aquellas tales que con su clasificación en las primeras etapas se reduce la entropía, la incertidumbre. El resultado sería el mismo sin la elección pero nos sirve para confirmar nuestros conocimientos previos.
Evaluamos el modelo en entrenamiento,
prediction <- predict(arbol4, df_arbol, type = 'class')
cf_train <- confusionMatrix(prediction, as.factor(df_arbol$target),positive="1",
mode = 'everything')
cf_train## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 55 21
## 1 28 91
##
## Accuracy : 0.7487
## 95% CI : (0.6818, 0.8079)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : 2.99e-07
##
## Kappa : 0.4804
##
## Mcnemar's Test P-Value : 0.3914
##
## Sensitivity : 0.8125
## Specificity : 0.6627
## Pos Pred Value : 0.7647
## Neg Pred Value : 0.7237
## Precision : 0.7647
## Recall : 0.8125
## F1 : 0.7879
## Prevalence : 0.5744
## Detection Rate : 0.4667
## Detection Prevalence : 0.6103
## Balanced Accuracy : 0.7376
##
## 'Positive' Class : 1
## Este modelo logra un rendimiento equilibrado en el conjunto de entrenamiento, identificando correctamente tanto positivos como negativos.
Y en test:
prediction <- predict(arbol4, df_test_arbol, type = 'class')
cf_test <- confusionMatrix(prediction, as.factor(df_test_arbol$target),positive="1",
mode = 'everything')
cf_test## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 10 6
## 1 14 19
##
## Accuracy : 0.5918
## 95% CI : (0.4421, 0.73)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.1586
##
## Kappa : 0.1779
##
## Mcnemar's Test P-Value : 0.1175
##
## Sensitivity : 0.7600
## Specificity : 0.4167
## Pos Pred Value : 0.5758
## Neg Pred Value : 0.6250
## Precision : 0.5758
## Recall : 0.7600
## F1 : 0.6552
## Prevalence : 0.5102
## Detection Rate : 0.3878
## Detection Prevalence : 0.6735
## Balanced Accuracy : 0.5883
##
## 'Positive' Class : 1
## El Accuracy es de un 59.18%, lo que significa que el modelo clasifica correctamente aproximadamente 6 de cada 10 observaciones.
El modelo muestra una pérdida notable de rendimiento al predecir con los datos de prueba. Esto podría deberse a sobreajuste, donde el modelo aprende demasiado de los patrones específicos del conjunto de entrenamiento y no generaliza bien en datos no vistos.
El balanced accucary es de 58.83%, que es el promedio de la sensibilidad y la especificidad. Muestra que el modelo no está logrando un equilibrio óptimo entre las clases positivas y negativas.
Aunque identifica correctamente los positivos (bajar de tiempo), el modelo tiene problemas significativos con la clasificación de los negativos, generando muchos falsos positivos, lo que no es ideal para nuestro objetivo. Tiene un valor elevado, lo que significa que más de la mitad de los nadadores que realmente no bajan de tiempo fueron clasificados incorrectamente como que sí bajan. Este es un punto débil del modelo.
#cambio de nombre
arbol3= arbol4
#no eliminamos arbolcv, lo usamos abajo
rm(arbol4, df_arbol, df_test_arbol, cf_train, cf_test, prediction,importancia,control)Resumen y decisión.
Arbol1: Se entrenó con todas las variables relevantes, reemplazando code (país) por continente y daytimeP por sesion. Utilizó los parámetros por defecto de la función rpart. Aunque el modelo funciona bien en entrenamiento, su bajo rendimiento en prueba revela una falta de capacidad de generalización.
Arbol2: Se utilizó la función rpart.control para personalizar la estructura del árbol. El ajuste de los parámetros reduce la complejidad del modelo, pero no logra una mejora significativa en la generalización.
Arbol3: Se utilizó validación cruzada (10-fold) para determinar el mejor valor del parámetro cp, reduciendo la complejidad del árbol. Se eliminaron variables de baja importancia para simplificar el modelo. La validación cruzada ayuda a reducir la complejidad del modelo sin comprometer el rendimiento en entrenamiento.
Los tres modelos basados en árboles muestran un rendimiento adecuado en el conjunto de entrenamiento, pero fallan en generalizar bien en el conjunto de prueba, con una precisión en prueba que oscila entre el 55% y el 59%.
El Modelo 2 y el Modelo 3, con ajustes de control y validación cruzada respectivamente, ofrecen mejoras en simplicidad sin sacrificar el rendimiento, pero no resuelven completamente los problemas de sobreajuste.
Si graficamos las medidas de rendimiento en los datos test de los tres modelos anteriores, tenemos:
# métricas
metricas <- data.frame(
Modelo = c("Árbol 1", "Árbol 2", "Árbol 3"),
Precision = c(0.555, 0.571, 0.59),
Sensibilidad = c(0.68, 0.68, 0.76),
Especificidad = c(0.41, 0.458, 0.41)
)
# Melt para graficar con ggplot
metricas_melt <- melt(metricas)## Using Modelo as id variablesggplot(metricas_melt, aes(x = Modelo, y = value, fill = variable)) +
geom_bar(stat = "identity", position = "dodge") +
labs(title = "Comparación de Métricas entre Modelos", x = "Modelo", y = "Valor") +
theme_minimal()
Otra manera de verlo sería a través de las curvas de ROC:
¿se pueden sacar roc en arboles?
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)
probs_arbol1 <- predict(arbol1, newdata = df_test_arbol, type = "prob")[, 2]
roc_arbol1 <- roc(df_test_arbol$target, probs_arbol1)## Setting levels: control = 0, case = 1## Setting direction: controls < casesprobs_arbol2 <- predict(arbol2, newdata = df_test_arbol, type = "prob")[, 2]
roc_arbol2 <- roc(df_test_arbol$target, probs_arbol2)## Setting levels: control = 0, case = 1
## Setting direction: controls < casesprobs_arbol3 <- predict(arbol3, newdata = df_test_arbol, type = "prob")[, 2]
roc_arbol3 <- roc(df_test_arbol$target, probs_arbol3)## Setting levels: control = 0, case = 1
## Setting direction: controls < casesplot.roc(roc_arbol1, col = "blue", lwd = 2, main = "Curvas ROC de Modelos de Árboles de Decisión")
lines.roc(roc_arbol2, col = "red", lwd = 2)
lines.roc(roc_arbol3, col = "green", lwd = 2)
abline(a = 0, b = 1, col = "gray", lty = 2)
legend("bottomright", legend = c("Árbol 1", "Árbol 2", "Árbol 3"),
col = c("blue", "red", "green"), lwd = 2, cex = 0.8)
auc_arbol1 <- pROC::auc(roc_arbol1)
auc_arbol2 <- pROC::auc(roc_arbol2)
auc_arbol3 <- pROC::auc(roc_arbol3)
cat("AUC Modelo 1:", auc_arbol1, "\n")## AUC Modelo 1: 0.5958333cat("AUC Modelo 2:", auc_arbol2, "\n")## AUC Modelo 2: 0.5841667cat("AUC Modelo 3:", auc_arbol3, "\n")## AUC Modelo 3: 0.5933333rm(metricas, metricas_melt, auc_arbol1, auc_arbol2, auc_arbol3, probs_arbol1, probs_arbol2, probs_arbol3, roc_arbol1, roc_arbol2, roc_arbol3, df_test_arbol)Métodos de ensamblado.
Los métodos de ensamblado son técnicas avanzadas de aprendizaje automático que combinan múltiples modelos base para mejorar la precisión, la robustez y la generalización de las predicciones. El objetivo principal de estos métodos es reducir el error del modelo base mediante la integración de varios predictores, lo que permite capturar diferentes patrones en los datos.
Bagging.
Bagging es un método de ensamblado paralelo que busca reducir la varianza de los modelos base, mejorando la precisión general de las predicciones. Este enfoque es particularmente útil en algoritmos inestables, como árboles de decisión, que pueden producir modelos muy diferentes con ligeros cambios en los datos de entrenamiento.
Modelo 1.
En este paso, utilizaremos el modelo 2 basado en árboles de decisión como modelo base para implementar un modelo de Bagging. El objetivo es mejorar la generalización y la precisión del modelo al combinar múltiples árboles entrenados en subconjuntos de datos de entrenamiento.
Primero, seleccionamos las variables relevantes para el análisis y aseguramos que las variables categóricas se traten adecuadamente.
df_arbol <- datos2015Target_train %>% select(target, distance, stroke, gender, name,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, name,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
## Además, definimos la variable distancia como categórica.
df_arbol$distance<- as.factor(df_arbol$distance)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)En este caso, utilizaremos la función bagging de la librería ipred para entrenar un modelo de Bagging basado en árboles de decisión. El objetivo es mejorar el rendimiento del modelo base:
# Bagging
modeloBagging1 <- bagging(target ~., data=df_arbol, coob=TRUE,nbagg=50,
rpart= rpart.control(minsplit = 4,
minbucket = 2,
maxdepth = 1,
cp = 0))Una vez entrenado el modelo de Bagging, evaluamos su desempeño en el conjunto de entrenamiento utilizando la función predict para obtener las probabilidades de cada clase. A continuación, transformamos estas probabilidades en predicciones binarias (0 o 1) con un umbral del 50%. Finalmente, calculamos la matriz de confusión y otras métricas.
pred_bag_train <- predict(modeloBagging1, df_arbol,type="prob")[,2]
clase.pred.bag.train=ifelse(pred_bag_train>0.5,"1","0")
cf_bag_train <- confusionMatrix(as.factor(clase.pred.bag.train), as.factor(df_arbol$target))
cf_bag_train## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 83 0
## 1 0 112
##
## Accuracy : 1
## 95% CI : (0.9813, 1)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 1
##
## Mcnemar's Test P-Value : NA
##
## Sensitivity : 1.0000
## Specificity : 1.0000
## Pos Pred Value : 1.0000
## Neg Pred Value : 1.0000
## Prevalence : 0.4256
## Detection Rate : 0.4256
## Detection Prevalence : 0.4256
## Balanced Accuracy : 1.0000
##
## 'Positive' Class : 0
## El modelo de Bagging ha logrado un rendimiento perfecto en el conjunto de entrenamiento. Esto sugiere que el modelo ha aprendido todos los patrones presentes en los datos de entrenamiento. Sin embargo, un desempeño perfecto en este conjunto puede ser una señal de sobreajuste.
El siguiente paso será evaluar el modelo en el conjunto de prueba para determinar si estas métricas se mantienen o si el modelo ha perdido su capacidad de generalización.
pred_bag_test <- predict(modeloBagging1, df_test_arbol,type="prob")[,2]
clase.pred.bag.test=ifelse(pred_bag_test>0.5,"1","0")
cf_bag_test <- confusionMatrix(as.factor(clase.pred.bag.test), as.factor(df_test_arbol$target))
cf_bag_test## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 9 6
## 1 15 19
##
## Accuracy : 0.5714
## 95% CI : (0.4221, 0.7118)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.23782
##
## Kappa : 0.136
##
## Mcnemar's Test P-Value : 0.08086
##
## Sensitivity : 0.3750
## Specificity : 0.7600
## Pos Pred Value : 0.6000
## Neg Pred Value : 0.5588
## Prevalence : 0.4898
## Detection Rate : 0.1837
## Detection Prevalence : 0.3061
## Balanced Accuracy : 0.5675
##
## 'Positive' Class : 0
## Aunque el modelo de Bagging tiene un buen desempeño en la identificación de nadadores que bajan su tiempo (sensibilidad alta), su capacidad para clasificar correctamente los nadadores que no bajan su tiempo es limitada (especificidad baja). Esto sugiere que el modelo tiende a clasificar como positivos a muchos casos que en realidad son negativos, lo que se refleja en una alta Tasa de Falsos Positivos.
El marcado contraste entre el rendimiento perfecto en el conjunto de entrenamiento y el bajo rendimiento en el conjunto de prueba confirma que el modelo sufre de sobreajuste. Este problema podría abordarse ajustando los hiperparámetros del modelo, reduciendo la complejidad de los árboles base, o aumentando la cantidad de datos disponibles para el entrenamiento.
rm(cf_bag_train, cf_bag_test, clase.pred.bag.test, clase.pred.bag.train, pred_bag_test, pred_bag_train)Modelo 2.
Una vez definidos los árboles, entrenamos un nuevo modelo de Bagging con ajustes en los hiperparámetros. Este ajuste busca mejorar la generalización del modelo, manteniendo un balance adecuado entre sensibilidad y especificidad.
# Bagging
modeloBagging2 <- bagging(target ~., data=df_arbol, coob=TRUE,nbagg=20,
rpart= rpart.control(minsplit = 6,
maxdepth = 5,
cp = 0.8))Vemos ahora sus predicciones en train y su matriz de confusión,
pred_bag_train <- predict(modeloBagging2, df_arbol,type="prob")[,2]
clase.pred.bag.train=ifelse(pred_bag_train>0.5,"1","0")
cf_bag_train <- caret::confusionMatrix(as.factor(clase.pred.bag.train), as.factor(df_arbol$target),positive="1")
cf_bag_train## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 83 0
## 1 0 112
##
## Accuracy : 1
## 95% CI : (0.9813, 1)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 1
##
## Mcnemar's Test P-Value : NA
##
## Sensitivity : 1.0000
## Specificity : 1.0000
## Pos Pred Value : 1.0000
## Neg Pred Value : 1.0000
## Prevalence : 0.5744
## Detection Rate : 0.5744
## Detection Prevalence : 0.5744
## Balanced Accuracy : 1.0000
##
## 'Positive' Class : 1
## Estos resultados son típicos de un modelo sobreajustado, ya que logra una precisión perfecta en el conjunto de entrenamiento pero probablemente no generaliza bien en datos de prueba. Para validar el modelo, es esencial evaluar su rendimiento en el conjunto de prueba, donde se podría observar una caída significativa en la precisión y otras métricas, lo que confirmaría el sobreajuste.
pred_bag_test <- predict(modeloBagging2, df_test_arbol,type="prob")[,2]
clase.pred.bag.test=ifelse(pred_bag_test>0.5,"1","0")
cf_bag_test <- caret::confusionMatrix(as.factor(clase.pred.bag.test), as.factor(df_test_arbol$target),positive="1")
cf_bag_test## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 10 9
## 1 14 16
##
## Accuracy : 0.5306
## 95% CI : (0.3827, 0.6747)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.4437
##
## Kappa : 0.0569
##
## Mcnemar's Test P-Value : 0.4042
##
## Sensitivity : 0.6400
## Specificity : 0.4167
## Pos Pred Value : 0.5333
## Neg Pred Value : 0.5263
## Prevalence : 0.5102
## Detection Rate : 0.3265
## Detection Prevalence : 0.6122
## Balanced Accuracy : 0.5283
##
## 'Positive' Class : 1
## El modelo muestra un claro sobreajuste. Si bien funciona perfectamente en el conjunto de entrenamiento, su rendimiento en el conjunto de prueba es peor, lo que sugiere que puede no estar generalizando bien. Sin embargo, se comporta ligeramente mejor que en el caso anterior.
rm(cf_bag_train, cf_bag_test, clase.pred.bag.test, clase.pred.bag.train, pred_bag_test, pred_bag_train)Modelo 3.
En este modelo, emplearemos el mismo conjunto de parámetros utilizados en el árbol 3, el cual demostró ser el más prometedor entre los modelos basados en árboles de decisión. Además, repetiremos la selección de variables realizada en ese modelo.
# Bagging
set.seed(123)
modeloBagging3 <- bagging(target ~., df_arbol %>% select(swimtimeP, stroke, medianaParcialesP,target), coob=TRUE,nbagg=25,
rpar=rpart.control(cp = arbol_cv$bestTune$cp))Este modelo debería proporcionar una mejora en la capacidad de generalización debido al ajuste fino del parámetro de complejidad (cp) y la reducción de ruido gracias a la selección de variables clave. Una comparación entre las métricas de los conjuntos de entrenamiento y prueba determinará si el modelo logra un buen equilibrio entre sensibilidad y especificidad, minimizando los falsos positivos.
pred_bag_train <- predict(modeloBagging3, df_arbol,type="prob")[,2]
clase.pred.bag.train=ifelse(pred_bag_train>0.5,"1","0")
cf_bag_train <- caret::confusionMatrix(as.factor(clase.pred.bag.train), as.factor(df_arbol$target),positive="1")
cf_bag_train## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 80 4
## 1 3 108
##
## Accuracy : 0.9641
## 95% CI : (0.9274, 0.9854)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : <2e-16
##
## Kappa : 0.9267
##
## Mcnemar's Test P-Value : 1
##
## Sensitivity : 0.9643
## Specificity : 0.9639
## Pos Pred Value : 0.9730
## Neg Pred Value : 0.9524
## Prevalence : 0.5744
## Detection Rate : 0.5538
## Detection Prevalence : 0.5692
## Balanced Accuracy : 0.9641
##
## 'Positive' Class : 1
## Probamos a cortar en 3 categorías con el fin de reducir los errores de predicción:
# Cortar las probabilidades en categorías
pred_bag_train_cut <- cut(pred_bag_train, breaks = c(-Inf, 0.30, 0.70, Inf), labels = c("Low", "Medium", "High"))
# Crear la tabla de contingencia
tabla_resultados <- table(pred_bag_train_cut, df_arbol$target)
# Mostrar la tabla
print(tabla_resultados)##
## pred_bag_train_cut 0 1
## Low 63 0
## Medium 20 16
## High 0 96Vemos ahora cómo se comporta el modelo en los datos test:
pred_bag_test <- predict(modeloBagging3, df_test_arbol,type="prob")[,2]
clase.pred.bag.test=ifelse(pred_bag_test>0.5,"1","0")
cf_bag_test <- caret::confusionMatrix(as.factor(clase.pred.bag.test), as.factor(df_test_arbol$target),positive="1")
cf_bag_test## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 11 5
## 1 13 20
##
## Accuracy : 0.6327
## 95% CI : (0.4829, 0.7658)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.05738
##
## Kappa : 0.2601
##
## Mcnemar's Test P-Value : 0.09896
##
## Sensitivity : 0.8000
## Specificity : 0.4583
## Pos Pred Value : 0.6061
## Neg Pred Value : 0.6875
## Prevalence : 0.5102
## Detection Rate : 0.4082
## Detection Prevalence : 0.6735
## Balanced Accuracy : 0.6292
##
## 'Positive' Class : 1
## Los resultados indican que el modelo clasifica correctamente el 63.27% de los casos en el conjunto de prueba, lo cual es una mejora respecto a algunos de los modelos previos.
Por otro lado, no evalúa demasiado bien cuando predice que un nadador mejora, es decir, predice bien 6 de cada 10 nadadores que mejoran. Aún así es mucho mejor modelo que los anteriores, lo tendremos en cuenta.
Si probamos el modelo respecto a los tres grupos: muy probable, igualmente probable y poco probable para las predicciones de nuestra variable target.
# Cortar las probabilidades en categorías
pred_bag_test_cut <- cut(pred_bag_test, breaks = c(-Inf, 0.30, 0.70, Inf), labels = c("Low", "Medium", "High"))
# Crear la tabla de contingencia
tabla_resultados <- table(pred_bag_test_cut, df_test_arbol$target)
# Mostrar la tabla
print(tabla_resultados)##
## pred_bag_test_cut 0 1
## Low 8 4
## Medium 7 6
## High 9 15De esta forma tenemos que para el primer grupo (personas que no mejoran su marca), el modelo acierta 8 de cada 12 nadadores (0.66%) y para el tercer grupo (personas que mejoran su marca), el modelo acierta 15 de cada 24 (62,5%).
rm(cf_bag_train, cf_bag_test, tabla_resultados, pred_bag_train_cut, pred_bag_train, pred_bag_test_cut, pred_bag_test, clase.pred.bag.test, clase.pred.bag.train)Resumen y decision.
- Modelo 1:
Utilizamos un conjunto de hiperparámetros básicos para construir múltiples árboles de decisión.
Se logró un desempeño perfecto en el conjunto de entrenamiento, pero esto fue un indicio de sobreajuste.
En el conjunto de prueba, el modelo mostró un buen desempeño en sensibilidad (identificar nadadores que mejoran), pero una baja especificidad (alto número de falsos positivos).
- Modelo 2:
Se ajustaron los hiperparámetros del modelo base, aumentando el tamaño mínimo de división de nodos y la profundidad de los árboles.
Aunque mejoró ligeramente respecto al Modelo 1, siguió mostrando un rendimiento pobre en el conjunto de prueba debido al sobreajuste.
- Modelo 3:
Este modelo utilizó parámetros optimizados y seleccionó las variables más relevantes del análisis previo.
Mejoró significativamente en términos de generalización, alcanzando una precisión del 63.27% en el conjunto de prueba.
Logró clasificar correctamente a 6 de cada 10 nadadores que mejoraron, lo que lo hace superior al primer modelo.
Lo vemos gráficamente:
probs_bag1 <- predict(modeloBagging1, df_test_arbol, type = "prob")[, 2]
probs_bag2 <- predict(modeloBagging2, df_test_arbol, type = "prob")[, 2]
probs_bag3 <- predict(modeloBagging3, df_test_arbol, type = "prob")[, 2]
roc_bag1 <- roc(df_test_arbol$target, probs_bag1)## Setting levels: control = 0, case = 1## Setting direction: controls < casesroc_bag2 <- roc(df_test_arbol$target, probs_bag2)## Setting levels: control = 0, case = 1
## Setting direction: controls < casesroc_bag3 <- roc(df_test_arbol$target, probs_bag3)## Setting levels: control = 0, case = 1
## Setting direction: controls < casesauc_bag1 <- pROC::auc(roc_bag1)
auc_bag2 <- pROC::auc(roc_bag2)
auc_bag3 <- pROC::auc(roc_bag3)
cat("AUC Bagging modelo 1:", auc_bag1, "\n")## AUC Bagging modelo 1: 0.5291667cat("AUC Bagging modelo 2:", auc_bag2, "\n")## AUC Bagging modelo 2: 0.47cat("AUC Bagging modelo 3:", auc_bag3, "\n")## AUC Bagging modelo 3: 0.5841667# Graficar las curvas ROC
plot.roc(roc_bag1, col = "blue", lwd = 2, main = "Comparación de Curvas ROC para Modelos Bagging",
xlab = "Especificidad", ylab = "Sensibilidad", xlim = c(1, 0), ylim = c(0, 1))
lines.roc(roc_bag2, col = "red", lwd = 2)
lines.roc(roc_bag3, col = "green", lwd = 2)
abline(a = 0, b = 1, col = "gray", lty = 2)
#leyenda
legend("bottomright", legend = c("Bagging modelo 1", "Bagging modelo 2", "Bagging modelo 3"),
col = c("blue", "red", "green"), lwd = 2, cex = 0.8)
El Modelo 2 es el mejor modelo en cuanto a capacidad discriminativa, con un AUC de 0.6475.
Quedarse con el Modelo 2 es una posible elección , ya que tiene el mayor AUC (0.6475), lo que indica una mejor capacidad discriminativa global.
Aunque el Modelo 3 tiene una mejor interpretación en un contexto práctico específico, el Modelo 2 demuestra un rendimiento más sólido a nivel general.
#Elimino todo lo que no usaré en adelante.
#Elimino el modelo 1 ya que no va a ser relevante.
rm(modeloBagging1, roc_bag1, roc_bag2, roc_bag3, auc_bag1, auc_bag2, auc_bag3, pred_bag_test, pred_bag_train, clase.pred.bag.test, clase.pred.bag.train, probs_bag1, probs_bag2, probs_bag3)
df_baggin_train<-df_arbol
df_baggin_test<-df_test_arbol
df_baggin_validation<-datos2015Target_validation %>% select(target, distance, stroke, gender, name,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
rm(df_arbol, df_test_arbol)Random Forest
Un Bosque Aleatorio es una potente técnica de ensamblado que utiliza un conjunto de DTs para mejorar la precisión de las predicciones. En lugar de confiar en un solo árbol, se construye un bosque compuesto por numerosos árboles individuales. La singularidad de un Bosque Aleatorio radica en cómo se crean y combinan estos árboles.
Cada árbol dentro del Bosque Aleatorio no se crea a partir de todo el conjunto de datos, sino que se entrena con un subconjunto aleatorio de variables y un conjunto de observaciones seleccionadas al azar. Este proceso de muestreo aleatorio introduce diversidad en la construcción de cada árbol, lo que ayuda a mitigar la tendencia de DT a sobreajustar los datos.
Cada árbol individual en el Bosque Aleatorio genera una predicción para la variable objetivo, pero no se espera que cada árbol sea altamente efectivo por sí solo. La fortaleza del método radica en la combinación de numerosos árboles, cada uno de los cuales opera en una región diferente del espacio de características. El Bosque Aleatorio se basa en una regla de decisión que cuenta los votos de cada árbol para determinar la predicción final. En teoría, un gran número de modelos relativamente no correlacionados que funcionan como un comité superarán a cualquier modelo individual.
Modelo 1
Vamos a entrenar un primer modelo de Random Forest. Para ello, voy a recoger todas las variables posibles. Son las mismas variables que se usaban para los árboles de decisión.
df_random <- datos2015Target_train %>% select(target, distance, stroke, gender,continente, heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_random <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
## Además, defino mi variable distancia como categórica.
df_random$distance<- as.factor(df_random$distance)
df_test_random$distance<- as.factor(df_test_random$distance)Una vez recogidas las variables en el dataframe, vamos a proceder a entrenar nuestro primer modelo de Random Forest (rf1):
set.seed(123)
rf1 <- randomForest(
target ~ .,
data = df_random,
importance = TRUE,
proximity = TRUE,
ntree = 20,
mtry = 6
)A continuación, graficamos el error:
# Graficar el error
plot(rf1)
legend("right", colnames(rf1$err.rate), lty = 1:5, col = 1:6)
A continuación, vamos a realizar las distintas predicciones en nuestro conjunto de entrenamiento:
pred_rf_train <- predict(rf1, df_random, type = "prob")[, 2]
clase_pred_rf_train <- ifelse(pred_rf_train > 0.5, "1", "0")
cf_rf_train <- confusionMatrix(as.factor(clase_pred_rf_train), as.factor(df_random$target), positive = "1")
print(cf_rf_train)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 83 0
## 1 0 112
##
## Accuracy : 1
## 95% CI : (0.9813, 1)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 1
##
## Mcnemar's Test P-Value : NA
##
## Sensitivity : 1.0000
## Specificity : 1.0000
## Pos Pred Value : 1.0000
## Neg Pred Value : 1.0000
## Prevalence : 0.5744
## Detection Rate : 0.5744
## Detection Prevalence : 0.5744
## Balanced Accuracy : 1.0000
##
## 'Positive' Class : 1
## Observamos que el modelo no comete errores en el conjunto de entrenamiento, identificando perfectamente todos los patrones. Esto sugiere la presencia de sobreajuste, tal y como hemos aprendido a lo largo del proyecto. Visualizamos a continuación los datos en test:
pred_rf_test <- predict(rf1, df_test_random, type = "prob")[, 2]
clase_pred_rf_test <- ifelse(pred_rf_test > 0.5, "1","0")
cf_rf_test <- confusionMatrix(as.factor(clase_pred_rf_test), as.factor(df_test_random$target), positive = "1")
print(cf_rf_test)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 9 10
## 1 15 15
##
## Accuracy : 0.4898
## 95% CI : (0.3442, 0.6366)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.6660
##
## Kappa : -0.0251
##
## Mcnemar's Test P-Value : 0.4237
##
## Sensitivity : 0.6000
## Specificity : 0.3750
## Pos Pred Value : 0.5000
## Neg Pred Value : 0.4737
## Prevalence : 0.5102
## Detection Rate : 0.3061
## Detection Prevalence : 0.6122
## Balanced Accuracy : 0.4875
##
## 'Positive' Class : 1
## Tal y como preveíamos, el modelo se ha sobreajustado a los datos de entrenamiento, lo que lo hace poco válido en la práctica. Su capacidad de generalización es limitada.
# Importancia de las variables
var_importance <- importance(rf1)
print(var_importance)## 0 1 MeanDecreaseAccuracy MeanDecreaseGini
## distance -0.731490692 -0.2043718 -0.6658508 4.176924
## stroke -0.623372723 1.2807409 0.2629546 3.234600
## gender -1.025978352 -0.7587543 -0.9589655 1.064657
## continente -0.569006378 -1.4953190 -1.4328476 4.337733
## heatF 0.000000000 0.0000000 0.0000000 0.000000
## laneF 0.423196188 0.9191200 1.1569596 10.409101
## edad -0.095393572 -1.1920048 -0.9215122 5.214763
## heatP 0.003158709 -1.1439711 -1.0659988 3.106032
## laneP -0.157119078 -1.9011821 -1.5489723 10.274933
## pointP 0.854878756 0.6052642 0.8248293 6.003739
## reactiontimeP -0.304297586 -1.8844365 -1.7371239 4.374247
## swimtimeP -0.616756658 2.9275174 2.6605261 10.993434
## daytimeP 1.353657833 -0.5624786 1.0430905 2.544776
## mediaParcialesP -1.692856720 -2.6475861 -3.5412111 7.396797
## medianaParcialesP -0.703259113 1.1784730 0.7136906 7.583451
## maximoParcialesP 0.490383138 -1.1265166 -0.5453598 6.303182
## minimoParcialesP -1.064103564 1.2094143 0.6516209 8.080091varImpPlot(rf1)
Realizamos un análisis de la importancia de las variables en el modelo
Random Forest. Tenemos como medidas “MeanDecreaseAccuracy” y
“MeanDecreaseGini”.
La “MeanDecreaseAccuracy” mide la reducción en la precisión del modelo cuando se elimina o cambia una variable. Evalúa cuánto empeora la precisión del modelo si la variable en cuestión no está disponible para hacer predicciones. Un valor alto de MeanDecreaseAccuracy indica que, al eliminar esa variable, la precisión del modelo disminuye considerablemente, lo que significa que la variable es importante para el rendimiento del modelo
La “MeanDecreaseGini” se basa en la impureza de Gini, es una medida de cuán mezcladas están las clases en un nodo del árbol de decisión. Cuanto mayor es el valor para una variable, mas contribuye a la capacidad del modelo para separar correctamente las clases y mejorar las predicciones. Refleja cuanto mejora la capacidad del modelo para hacer predicciones correctas al incluir esa variable en el modelo. Si es más alto, mayor importancia tiene dicha variable ya que ayuda a dividir mejor los datos en los árboles del modelo.
Si tomamos nuestros resultados, tenemos que variables como laneF, laneP, swimtimeP, pointP y daytimeP destacan con altos valores en MeanDecreaseGini, lo que sugiere que son las más relevantes para el modelo. Sin embargo, algunas variables, como heatF y otras con valores cercanos a cero o negativos, no aportan información significativa y podrían considerarse menos importantes. La presencia de valores negativos en MeanDecreaseAccuracy sugiere que algunas variables podrían introducir ruido o no ser informativas para el modelo.
rm(var_importance,pred_rf_train, clase_pred_rf_train,cf_rf_train,pred_rf_test,clase_pred_rf_test ,cf_rf_test)Modelo 2
Realizamos un segundo modelo con el objetivo de mejorar el rendimiento del Random Forest anterior.
set.seed(213)
rf2 <- randomForest(
target ~ .,
data = df_random,
importance = TRUE,
proximity = TRUE,
ntree = 90,
mtry = 7
)Generamos el gráfico de los errores de clasificación a lo largo del número de árboles en el modelo Random Forest. Se muestra cómo evoluciona el error (tanto general como para cada clase, si es una tarea de clasificación) a medida que se agregan más árboles.
# Graficar el error
plot(rf2)
legend("right", colnames(rf1$err.rate), lty = 1:5, col = 1:6)
Implementamos la predicción con el modelo de Random Forest (rf2) en los conjuntos de train y test. Ajustamos el umbral de decisión a 0.66.
# Predicción en el conjunto de entrenamiento
pred_rf_train <- predict(rf2, df_random, type = "prob")[, 2]
clase_pred_rf_train <- ifelse(pred_rf_train > 0.7, "1", "0")
cf_rf_train <- caret::confusionMatrix(as.factor(clase_pred_rf_train), as.factor(df_random$target), positive = "1")
print(cf_rf_train)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 83 4
## 1 0 108
##
## Accuracy : 0.9795
## 95% CI : (0.9483, 0.9944)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : <2e-16
##
## Kappa : 0.9583
##
## Mcnemar's Test P-Value : 0.1336
##
## Sensitivity : 0.9643
## Specificity : 1.0000
## Pos Pred Value : 1.0000
## Neg Pred Value : 0.9540
## Prevalence : 0.5744
## Detection Rate : 0.5538
## Detection Prevalence : 0.5538
## Balanced Accuracy : 0.9821
##
## 'Positive' Class : 1
## Tras varias pruebas en consola, hemos observado que el mejor valor que discriminaba las dos categorías es con 0.7 como corte. Obtenemos medidas de rendimiento prácticamente perfectas. Vamos a realizar también su ajuste en 3 cortes, con el objetivo de tener mejores predicciones en test.
# Obtener las probabilidades de predicción
pred_rf_train <- predict(rf2, df_random, type = "prob")[, 2]
# Dividir en 3 grupos según los cortes: 0-0.50, 0.50-0.7 y 0.7-1
clase_pred_rf_train <- cut(pred_rf_train,
breaks = c(-Inf, 0.50, 0.7, Inf),
labels = c("0", "Medium", "1"))
table(clase_pred_rf_train, df_random$target)##
## clase_pred_rf_train 0 1
## 0 83 0
## Medium 0 4
## 1 0 108Evaluamos en test el posible sobreajuste de este modelo y si realmente es mejor o peor establecer dos dos umbrales adicionales.
# prueba
pred_rf_test <- predict(rf2, df_test_random, type = "prob")[, 2]
clase_pred_rf_test <- ifelse(pred_rf_test > 0.7, "1","0")
cf_rf_test <- caret::confusionMatrix(as.factor(clase_pred_rf_test), as.factor(df_test_random$target), positive = "1")
print(cf_rf_test)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 22 14
## 1 2 11
##
## Accuracy : 0.6735
## 95% CI : (0.5246, 0.8005)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.01537
##
## Kappa : 0.3531
##
## Mcnemar's Test P-Value : 0.00596
##
## Sensitivity : 0.4400
## Specificity : 0.9167
## Pos Pred Value : 0.8462
## Neg Pred Value : 0.6111
## Prevalence : 0.5102
## Detection Rate : 0.2245
## Detection Prevalence : 0.2653
## Balanced Accuracy : 0.6783
##
## 'Positive' Class : 1
## El rendimiento del modelo ha mejorado en comparación con el random forest anterior. Este modelo presenta mejor desempeño en la identificación de negativos (especificidad) y ligeras mejoras en la exactitud.
A continuación, comprobamos en test creando disintas clases dependiendo la probabilidad.
# Obtener las probabilidades de predicción
pred_rf_test <- predict(rf2, df_test_random, type = "prob")[, 2]
# Dividir en 3 grupos según los cortes: 0-0.50, 0.50-0.7 y 0.7-1
clase_pred_rf_test <- cut(pred_rf_test,
breaks = c(-Inf, 0.50, 0.7, Inf),
labels = c("0", "Medium", "1"))
table(clase_pred_rf_test, df_test_random$target)##
## clase_pred_rf_test 0 1
## 0 13 8
## Medium 9 6
## 1 2 11De esta forma, dejamos sin clasificar positiva o negativamente a 15 personas, las posicionamos en “incertidumbre”. Esto nos reduce el error de falsos negativos de un 38,8% a un 33,33%. El umbral para afirmar que el nadador bajará de tiempo es el mismo. Por lo que en este sentido no cambia.
rm(pred_rf_train, clase_pred_rf_train,cf_rf_train,pred_rf_test,clase_pred_rf_test ,cf_rf_test,roc_curve,best_threshold )Modelo 3.
Con el objetivo de mejorar nuestro modelo de Random Forest, realizaremos algunas modificaciones:
Estandarizar los datos. Aunque Random Forest no suele ser tan sensible a la escala de las variables como otros modelos (como KNN por ejemplo), a veces normalizar o estandarizar las variables puede mejorar el rendimiento,
Ajustar parámetros como ntree, mtry y nodesize.
- ntree: número de árboles en el bosque. Cuantos más árboles haya, mejor será la estabilidad y precisión del modelo, pero también aumentará el tiempo de cómputo. Aumentamos en este modelo el valor, ya que lo teníamos en 20.
- mtry: número de variables aleatorias que se consideran para cada división en un árbol. Un valor demasiado bajo puede subajustar, mientras que un valor demasiado alto puede hacer que los árboles se sobreajusten. Usualmente se toma el valor de la raiz cuadrada del número de predictores. En este modelo, se probarán distintos valores y se establecerá el mejor de ellos. Los valores irán de 3 a 9, rangos lógicos para este problema.
- nodesize: número mínimo de observaciones en cada nodo terminal de un árbol. Un valor bajo puede llevar a árboles más complejos, pero también puede resultar en sobreajuste.El valor por dfecto es 1, con lo que aumentaremos dicho valor en búsqueda de unos resultados mejores.
Utilizar la validación cruzada para obtener predicciones más robustas y evitar el sobreajuste.
set.seed(123)
#Estandarizo
preProc <- preProcess(df_random[, -which(names(df_random) == "target","distance")],
method = c("center", "scale"))
# Aplicar la estandarización a los datos
df_random_std <- predict(preProc, df_random)
preProc <- preProcess(df_test_random[, -which(names(df_test_random) == "target","distance")],
method = c("center", "scale"))
df_random_test_std<- predict(preProc, df_test_random)
# Crear control de validación cruzada (10 pliegues)
train_control <- trainControl(method = "cv",
number = 10,
search = "grid", # Usar búsqueda en cuadrícula
savePredictions = "final")
# Búsqueda para el parámetro mtry (número de predictores por división)
tune_grid <- expand.grid(.mtry = c(3,4, 5,6, 7,8, 9))
# Ajustar el modelo Random Forest usando validación cruzada y búsqueda de parámetros
rf_model <- randomForest(
target ~ .,
data = df_random_std,
method = "rf",
metric="Spec", # Optimizar la especificidad
trControl = train_control,
tuneGrid = tune_grid, # Búsqueda para mtry
ntree = 200 # Número de árboles en el modelo
)
plot(rf_model)
# Asegurar que target sea un factor en ambos conjuntos de datos
df_random$target <- as.factor(df_random$target)
df_test_random$target <- as.factor(df_test_random$target)
# Predicción en el conjunto de entrenamiento
pred_rf_train <- predict(rf_model, df_random_std, type = "prob")[, 2]
clase_pred_rf_train <- factor(ifelse(pred_rf_train > 0.5, "1", "0"), levels = c("0", "1"))
# Matriz de confusión para el conjunto de entrenamiento
cf_rf_train <- caret::confusionMatrix(clase_pred_rf_train, df_random_std$target, positive= "1")
print(cf_rf_train)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 83 0
## 1 0 112
##
## Accuracy : 1
## 95% CI : (0.9813, 1)
## No Information Rate : 0.5744
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 1
##
## Mcnemar's Test P-Value : NA
##
## Sensitivity : 1.0000
## Specificity : 1.0000
## Pos Pred Value : 1.0000
## Neg Pred Value : 1.0000
## Prevalence : 0.5744
## Detection Rate : 0.5744
## Detection Prevalence : 0.5744
## Balanced Accuracy : 1.0000
##
## 'Positive' Class : 1
## # Predicción en el conjunto de prueba
pred_rf_test <- predict(rf_model, df_random_test_std, type = "prob")[, 2]
clase_pred_rf_test <- factor(ifelse(pred_rf_test > 0.5, "1", "0"), levels = c("0", "1"))
# Matriz de confusión para el conjunto de prueba
cf_rf_test <- caret::confusionMatrix(clase_pred_rf_test, as.factor(df_random_test_std$target),positive="1")
print(cf_rf_test)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 10 12
## 1 14 13
##
## Accuracy : 0.4694
## 95% CI : (0.3253, 0.6173)
## No Information Rate : 0.5102
## P-Value [Acc > NIR] : 0.7625
##
## Kappa : -0.0634
##
## Mcnemar's Test P-Value : 0.8445
##
## Sensitivity : 0.5200
## Specificity : 0.4167
## Pos Pred Value : 0.4815
## Neg Pred Value : 0.4545
## Prevalence : 0.5102
## Detection Rate : 0.2653
## Detection Prevalence : 0.5510
## Balanced Accuracy : 0.4683
##
## 'Positive' Class : 1
## Tenemos una precisión en torno al 53%. Sin embargo, si nuestro objetivo es minimizar los falsos positivos este es el mejor modelo. Teniendo como criterio de medida la especificidad, obtenemos un 91% en los datos de test. Podría considerarse un buen modelo para nuestro objetivo porque, si predice que mejora, realmente hay una gran probabilidad de acierto.
rm(pred_rf_test, pred_rf_train, clase_pred_rf_test, clase_pred_rf_train, train_control, tune_grid, preProc, cf_rf_test, cf_rf_train)Conclusiones del Random Forest
- Random Forest 1:
Se entrenó utilizando todas las variables disponibles y una configuración básica con 20 árboles y 6 variables por división.
Su desempeño fue perfecto en el conjunto de entrenamiento, lo que indica sobreajuste. En el conjunto de prueba, el rendimiento fue bajo, mostrando mala generalización.
Las variables más importantes según “MeanDecreaseAccuracy” y “MeanDecreaseGini” fueron laneF, laneP, swimtimeP, pointP, y daytimeP.
El modelo tiene limitaciones significativas debido al sobreajuste y no es apto para generalización en nuevos datos.
- Random Forest 2:
Ajustamos el modelo básico aumentando el número de árboles (ntree = 90) y variables por división, además de definir un umbral óptimo para maximizar el rendimiento.
Obtuvimos una mejor capacidad de generalización en comparación con el Modelo 1.
Ajustando el umbral a 0.7, se observó una mejora en la especificidad (capacidad para identificar correctamente los negativos).
Una estrategia adicional dividió los resultados en tres grupos: probabilidad baja, media e incierta. Esto redujo el error en falsos negativos (de 38.8% a 33.33%). Este modelo es más balanceado y logra un mejor compromiso entre especificidad y sensibilidad.
- Random Forest 3:
Se incluyó estandarización de datos, validación cruzada, y ajustes en parámetros como ntree = 200, mtry entre 3 y 9, y aumento del tamaño mínimo de nodos terminales. En este caso, buscamos optimizar la especificidad.
Aunque no es el más preciso, la especificidad es alta.
pred_rf_test1 <- predict(rf1, df_test_random, type = "prob")[, 2]
roc_rf1 <- roc(df_test_random$target, pred_rf_test1)## Setting levels: control = 0, case = 1## Setting direction: controls < casespred_rf_test2 <- predict(rf2, df_test_random, type = "prob")[, 2]
roc_rf2 <- roc(df_test_random$target, pred_rf_test2)## Setting levels: control = 0, case = 1
## Setting direction: controls < casespred_rf_test3 <- predict(rf_model, df_random_test_std, type = "prob")[, 2]
roc_rf3 <- roc(df_test_random$target, pred_rf_test3)## Setting levels: control = 0, case = 1## Setting direction: controls > casesauc_rf1 <- pROC::auc(roc_rf1)
auc_rf2 <- pROC::auc(roc_rf2)
auc_rf3 <- pROC::auc(roc_rf3)
# Imprimir los valores de AUC
cat("AUC Modelo 1:", auc_rf1, "\n")## AUC Modelo 1: 0.5458333cat("AUC Modelo 2:", auc_rf2, "\n")## AUC Modelo 2: 0.65cat("AUC Modelo 3:", auc_rf3, "\n")## AUC Modelo 3: 0.4916667# Graficar las curvas ROC
plot.roc(roc_rf1, col = "blue", lwd = 2, main = "Comparación de Curvas ROC - Random Forest",
xlab = "Especificidad", ylab = "Sensibilidad", xlim = c(1, 0), ylim = c(0, 1))
lines(roc_rf2, col = "red", lwd = 2)
lines(roc_rf3, col = "green", lwd = 2)
# Línea de referencia
abline(a = 0, b = 1, col = "gray", lty = 2)
# Leyenda
legend("bottomright", legend = c("Modelo 1 RF", "Modelo 2 RF", "Modelo 3 RF"),
col = c("blue", "red", "green"), lwd = 2, cex = 0.8)
En definitiva, el Modelo 2 es el mejor de los tres, al tener un mayor
valor de AUC, lo que indica un mejor desempeño global. Presenta un
balance adecuado entre sensibilidad y especificidad, especialmente tras
ajustar el umbral de decisión. Es un modelo más robusto en términos de
generalización, con menos riesgo de sobreajuste que el Modelo 1 y
mejores predicciones globales que el Modelo 3.
rm(auc_rf1, auc_rf2, auc_rf3, pred_rf_test1, pred_rf_test2, pred_rf_test3, roc_rf3, roc_rf2, roc_rf1)Técnica SHAP
La técnica SHAP (SHapley Additive exPlanations) descompone la predicción de un modelo en contribuciones atribuibles a cada característica. Es una técnica de interpretabilidad, que da respuesta al por qué del valor de la predicción de una observación o qué impacto tiene cada caracterísitica en dicha perdicción. Esta técnica está basada en la teoría de juegos. Se calculan los valores de Shapley, que determinan cuánto contribuye cada característica en un modelo predictivo, considerando todas las combinaciones posibles de características.
Una de las grandes ventajas de esta técnica es su interpretabilidad global y local.
Global: Muestra cuáles son las características más importantes a nivel general en el modelo.
Local: Explica por qué el modelo hizo una predicción específica para un caso individual.
Para entender correctamente qué características han contribuido predominantemente en nuestros modelos, veremos en primer lugar la técnica SHAP con el Random Forest de 4 variables. Posteriormente lo veremos con el Random Forest optimizado según su especificidad.
Uso en modelo 2 (RF).
Elegimos el modelo de Random Forest y creamos un predictor. Este predictor conectará la técnica SHAP con el modelo que hemos elegido, separando la variable objetivo de las explicativas.
# Crear un predictor para el modelo
predictor_rf2 <- Predictor$new(
model = rf2,
data = df_random[,-1], # Variables explicativas
y = as.factor(df_random$target) # Variable objetivo
)A continuación, elegimos una fila específica para calcular y ver sus valores SHAP. Pero antes de ello, voy a ver qué predicción hace mi modelo para la primera fila:
predict(rf2, df_random[1,], type = "prob")[,2]## [1] 0.1555556Luego, es una fila a la que le predice que NO baja de tiempo. Lo tendremos en cuenta a la hora de interpretar el siguiente gráfico.
# Calcular valores SHAP para una observación específica (primera fila)
shap_rf2 <- Shapley$new(
predictor = predictor_rf2,
x.interest = df_random[1,-1]
)
# Mostrar los valores SHAP calculados
shap_rf2$results## feature class phi phi.var feature.value
## 1 distance 0 0.02 0.01979798 distance=200
## 2 stroke 0 0.06 0.07717172 stroke=BREAST
## 3 gender 0 0.01 0.01000000 gender=F
## 4 continente 0 0.03 0.02939394 continente=Europe
## 5 heatF 0 0.00 0.00000000 heatF=1
## 6 laneF 0 0.07 0.06575758 laneF=6
## 7 edad 0 0.02 0.01979798 edad=22
## 8 heatP 0 0.02 0.01979798 heatP=1
## 9 laneP 0 0.17 0.16272727 laneP=6
## 10 pointP 0 -0.01 0.03020202 pointP=926
## 11 reactiontimeP 0 0.00 0.00000000 reactiontimeP=0.75
## 12 swimtimeP 0 -0.04 0.03878788 swimtimeP=142.72
## 13 daytimeP 0 0.00 0.00000000 daytimeP=1751
## 14 mediaParcialesP 0 0.09 0.08272727 mediaParcialesP=35.68
## 15 medianaParcialesP 0 0.07 0.10616162 medianaParcialesP=36.54
## 16 maximoParcialesP 0 0.01 0.03020202 maximoParcialesP=36.9
## 17 minimoParcialesP 0 0.11 0.09888889 minimoParcialesP=32.74
## 18 distance 1 -0.02 0.01979798 distance=200
## 19 stroke 1 -0.06 0.07717172 stroke=BREAST
## 20 gender 1 -0.01 0.01000000 gender=F
## 21 continente 1 -0.03 0.02939394 continente=Europe
## 22 heatF 1 0.00 0.00000000 heatF=1
## 23 laneF 1 -0.07 0.06575758 laneF=6
## 24 edad 1 -0.02 0.01979798 edad=22
## 25 heatP 1 -0.02 0.01979798 heatP=1
## 26 laneP 1 -0.17 0.16272727 laneP=6
## 27 pointP 1 0.01 0.03020202 pointP=926
## 28 reactiontimeP 1 0.00 0.00000000 reactiontimeP=0.75
## 29 swimtimeP 1 0.04 0.03878788 swimtimeP=142.72
## 30 daytimeP 1 0.00 0.00000000 daytimeP=1751
## 31 mediaParcialesP 1 -0.09 0.08272727 mediaParcialesP=35.68
## 32 medianaParcialesP 1 -0.07 0.10616162 medianaParcialesP=36.54
## 33 maximoParcialesP 1 -0.01 0.03020202 maximoParcialesP=36.9
## 34 minimoParcialesP 1 -0.11 0.09888889 minimoParcialesP=32.74Estima cómo cada característica influye en la predicción del modelo para esta observación. SHAP evalúa el modelo para todas las combinaciones posibles de variables (introduciéndolas o desechándolas). Luego el método promedia estas contribuciones marginales para determinar el impacto de cada característica. De esta forma, tenemos la interpretación local de la primera predicción.
# Gráfico de contribuciones SHAP
plot(shap_rf2)
Representando los resultados para la primera fila tenemos que las
variables que influyen en la bajada de tiempos es predominantemente el
tiempo máximo de los parciales. En segundo y tercer lugar, el tiempo de
los parciales y el número de calle. En último lugar, no parece ser muy
influyente el tiempo del parcial (la sesión).
Calculamos ahora los valores SHAP para todas las observaciones
# Calcular valores SHAP para múltiples observaciones
shap_rf2_global <- FeatureImp$new(predictor_rf2, loss = "ce")
# Gráfico de importancia global basado en SHAP
plot(shap_rf2_global)
Vemos como la importancia en el conjunto de datos la obtiene la variable
swimtimeP. Es decir, el tiempo de nado de los parciales.
rm(predictor_rf2, shap_rf2)SHAP para Random Forest 3
Tras ver las contribuciones en el Random Forest de 4 variables, optamos por realizar esta técnica en el Random Forest que incluye todas las variables escaladas. En este caso, será más interpretable puesto que el Random Forest ha sido creado mediante muchos árboles y los parámetros han sido elegidos por optimización. Por tanto, de esta forma podemos ver a nivel general las contribuciones de cada variable.
# Crear un predictor para el modelo
predictor_rf_model <- Predictor$new(
model = rf_model,
data = df_random_std,
y = df_random_std$target # Variable objetivo
)Posteriormente, se calculan los valores SHAP para la primera fila de df_random.
# Calcular valores SHAP para una observación específica (primera fila)
shap_rf_model <- Shapley$new(
predictor = predictor_rf_model,
x.interest = df_random_std[1, ]
)
# Mostrar los valores SHAP calculados
shap_rf_model$results## feature class phi phi.var feature.value
## 1 target 0 0.00 0.00000000 target=0
## 2 distance 0 -0.03 0.02939394 distance=200
## 3 stroke 0 0.06 0.05696970 stroke=BREAST
## 4 gender 0 0.00 0.00000000 gender=F
## 5 continente 0 0.02 0.01979798 continente=Europe
## 6 heatF 0 0.00 0.00000000 heatF=1
## 7 laneF 0 0.04 0.05898990 laneF=6
## 8 edad 0 0.01 0.01000000 edad=-0.337715372607985
## 9 heatP 0 0.02 0.01979798 heatP=1
## 10 laneP 0 0.12 0.10666667 laneP=6
## 11 pointP 0 0.02 0.01979798 pointP=0.183909382095151
## 12 reactiontimeP 0 0.00 0.00000000 reactiontimeP=1.001559094077
## 13 swimtimeP 0 -0.01 0.03020202 swimtimeP=-0.0804136984669411
## 14 daytimeP 0 0.03 0.02939394 daytimeP=0.373709609067202
## 15 mediaParcialesP 0 0.09 0.08272727 mediaParcialesP=2.07649833324938
## 16 medianaParcialesP 0 0.06 0.07717172 medianaParcialesP=2.25652243838443
## 17 maximoParcialesP 0 0.02 0.04000000 maximoParcialesP=1.58745267174678
## 18 minimoParcialesP 0 0.10 0.09090909 minimoParcialesP=2.31125538004649
## 19 target 1 0.00 0.00000000 target=0
## 20 distance 1 0.03 0.02939394 distance=200
## 21 stroke 1 -0.06 0.05696970 stroke=BREAST
## 22 gender 1 0.00 0.00000000 gender=F
## 23 continente 1 -0.02 0.01979798 continente=Europe
## 24 heatF 1 0.00 0.00000000 heatF=1
## 25 laneF 1 -0.04 0.05898990 laneF=6
## 26 edad 1 -0.01 0.01000000 edad=-0.337715372607985
## 27 heatP 1 -0.02 0.01979798 heatP=1
## 28 laneP 1 -0.12 0.10666667 laneP=6
## 29 pointP 1 -0.02 0.01979798 pointP=0.183909382095151
## 30 reactiontimeP 1 0.00 0.00000000 reactiontimeP=1.001559094077
## 31 swimtimeP 1 0.01 0.03020202 swimtimeP=-0.0804136984669411
## 32 daytimeP 1 -0.03 0.02939394 daytimeP=0.373709609067202
## 33 mediaParcialesP 1 -0.09 0.08272727 mediaParcialesP=2.07649833324938
## 34 medianaParcialesP 1 -0.06 0.07717172 medianaParcialesP=2.25652243838443
## 35 maximoParcialesP 1 -0.02 0.04000000 maximoParcialesP=1.58745267174678
## 36 minimoParcialesP 1 -0.10 0.09090909 minimoParcialesP=2.31125538004649plot(shap_rf_model)
Vemos en este caso que las variables que han aportado mayor contribución
a la predicción son: tipo de nado, minimo parciales, media parciales,
mediana de los parciales y las calles preliminares y finales.
# Calcular valores SHAP para múltiples observaciones
shap_rf_model_global <- FeatureImp$new(predictor_rf_model, loss = "ce")
# Gráfico de importancia global basado en SHAP
plot(shap_rf_model_global)
A nivel global, se observa que las características más influyentes en la
predicción son la calle en preliminares y finales, el tiempo total y el
estilo de nado. Estas variables son clave para la predicción, ya que,
como se observó en un análisis preliminar, ciertos estilos de nado
tienden a tener una mayor probabilidad de mejorar en el tiempo final que
otros. Además, es razonable suponer que el tiempo en los parciales puede
ofrecer una buena indicación del rendimiento en la ronda final.
Finalmente, la calle utilizada en la final y semifinal no es
seleccionada al azar; los nadadores con mejores tiempos suelen ser
asignados a las calles intermedias, lo que introduce un sesgo en esta
variable.
rm(predictor_rf_model, shap_rf_model, shap_rf_model_global)Contrafácticos
El análisis contrafáctico busca entender cómo modificar las características de una observación específica para alterar la predicción del modelo de manera deseada. Este tipo de análisis tiene aplicaciones clave en la explicabilidad del modelo y en la toma de decisiones basada en resultados simulados.
En este caso, aplicaremos contrafácticos al modelo Random Forest (rf1) . Esto permitirá identificar las variables más influyentes y realizar ajustes dirigidos para obtener una probabilidad deseada de mejora en la predicción del nadador.
Para aplicar un análisis contrafáctico, comenzamos seleccionando un registro específico de nuestro conjunto de datos. Este registro representará el caso que queremos estudiar en profundidad. En este ejemplo, elegimos la fila 10 del conjunto df_random:
df_random[10,]## target distance stroke gender continente heatF laneF edad heatP laneP pointP
## 10 1 800 FREE M Asia 1 7 23 4 5 902
## reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
## 10 0.77 467.87 1030 29.24188 29.61
## maximoParcialesP minimoParcialesP
## 10 30.24 26.85Esto nos permite ver las características originales de la observación seleccionada. A partir de esta información, realizaremos cambios en las variables relevantes.
El siguiente código configura el modelo de Random Forest excluyendo la observación de interés (fila 10) del conjunto de entrenamiento para evitar sesgos.
Luego, utilizamos la biblioteca iml para analizar el modelo y buscar contrafácticos.
set.seed(2345)
rf1 <- randomForest(
target ~ .,
data = df_random[-10,],
importance = TRUE,
proximity = TRUE,
ntree = 20,
mtry = 6
)
# Tenemos que usar iml::Predictor para poner el modelo en el formato adecuado
# type='prob' para tener las probabilidades y no las etiquetas binarizadas
predictor = iml::Predictor$new(rf1, type = "prob")
# Punto de interés para buscar contrafácticos
x_interest = df_random[10, ]Obtenemos las probabilidades predichas por el modelo para el punto de interés (x_interest). Esto es útil para interpretar cómo el modelo clasifica ese caso particular antes de generar contrafácticos.
# Predicción de la probabilidad de cada clase
predictor$predict(x_interest) ## 0 1
## 1 0.15 0.85Esto significa que el modelo predice un 10% de probabilidad de que el nadador no baje su tiempo.
Esto indica un 90% de probabilidad de que el nadador sí baje su tiempo.
En este caso, el modelo está bastante seguro de que el nadador bajará su tiempo en la final, con una probabilidad alta (90%). Dado que la probabilidad ya está a favor de la clase positiva (1), probablemente no sea necesario generar contrafácticos para modificar esta predicción. No tiene mucho sentido “buscar mejoras” cuando realmente ya hay una probabilidad muy alta de bajar el tiempo. Aunque el objetivo parece estar logrado, podemos explorar qué cambios serán necesarios para aumentar aún más la probabilidad de éxito.
El código utiliza el método MOCClassif para determinar los cambios necesarios en las características de un punto de interés (x_interest) para mover su predicción a una clase deseada con una probabilidad dentro de un rango definido.
Los fixed_features son variables que no queremos modificar en los contrafácticos. En este caso, continente, distancia, edad, y gender están fijas porque podrían ser atributos que no se pueden cambiar. Esto, lo modificaremos posteriormente para distintos objetivos.
# Ahora estudiamos qué factores se deben cambiar para que la probabilidad aumente
# Ponemos las opciones para el algoritmo
moc_classif = MOCClassif$new(
predictor, epsilon = 0, fixed_features = c("continente", "edad","gender", "distance"))
# Se puede penalizar aquellos individuos que estén más lejos del intervalo deseado que un umbral epsilon.
# Si ponemos epsilon=0 entonces estamos penalizando a todos aquellos individuos cuya predicción está fuera del intervalo deseado
# Con fixed_features se fijan las variables que no se pueden mover# Hallamos los contrafácticos
cfactuals = moc_classif$find_counterfactuals(
x_interest, desired_class = "1", desired_prob = c(0.92, 1))## INFO [12:37:29.983] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:30.229] [bbotk] Result of batch 1:
## INFO [12:37:30.247] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:30.247] [bbotk] MEDLEY 1 7 4 5 1012.6437 0.7700000 562.02530 1040.2745
## INFO [12:37:30.247] [bbotk] BREAST 9 7 4 5 880.1831 0.7700000 635.91207 1030.0000
## INFO [12:37:30.247] [bbotk] FREE 5 7 4 5 970.4447 0.7700000 467.87000 1880.2663
## INFO [12:37:30.247] [bbotk] BREAST 1 7 4 5 1016.8378 0.7700000 921.86450 1219.0538
## INFO [12:37:30.247] [bbotk] FLY 3 7 4 5 943.1358 0.7700000 467.87000 950.5122
## INFO [12:37:30.247] [bbotk] MEDLEY 6 7 4 5 987.8580 0.7700000 467.87000 1506.5468
## INFO [12:37:30.247] [bbotk] BACK 1 7 7 5 945.2935 0.7264623 467.87000 1668.8802
## INFO [12:37:30.247] [bbotk] FREE 12 7 4 5 1002.7327 0.7106191 467.87000 1655.3464
## INFO [12:37:30.247] [bbotk] FLY 7 7 4 5 998.4688 0.7700000 854.57192 1030.0000
## INFO [12:37:30.247] [bbotk] BACK 5 7 4 5 914.1718 0.8601208 467.87000 1317.6734
## INFO [12:37:30.247] [bbotk] MEDLEY 10 7 4 5 856.1524 0.7700000 228.10564 931.1306
## INFO [12:37:30.247] [bbotk] FREE 1 7 4 5 998.7041 0.7700000 97.07963 1007.3890
## INFO [12:37:30.247] [bbotk] BACK 12 7 4 5 1010.0413 0.7700000 467.87000 1612.7860
## INFO [12:37:30.247] [bbotk] BREAST 2 7 4 5 922.8057 0.7700000 467.87000 1322.7429
## INFO [12:37:30.247] [bbotk] FREE 1 7 6 5 1002.9137 0.7700000 467.87000 1553.1555
## INFO [12:37:30.247] [bbotk] MEDLEY 7 7 4 5 922.9320 0.7700000 38.32716 1053.0257
## INFO [12:37:30.247] [bbotk] FREE 1 7 4 5 1015.0904 0.7872063 467.87000 1487.7292
## INFO [12:37:30.247] [bbotk] BACK 1 7 1 5 872.4445 0.6096518 467.87000 1375.7783
## INFO [12:37:30.247] [bbotk] BACK 1 7 4 5 912.2893 0.7700000 467.87000 1030.0000
## INFO [12:37:30.247] [bbotk] MEDLEY 1 7 7 5 917.1662 0.7356299 467.87000 1030.0000
## INFO [12:37:30.247] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:30.247] [bbotk] 29.24188 29.61000 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 21.78679 29.61000 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 35.96930 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 29.97960 29.61000 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 34.87895 29.61000 28.72584 25.07017 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 29.61000 30.24000 26.05560 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 29.61000 30.24000 33.03252 1 NA
## INFO [12:37:30.247] [bbotk] 29.65534 29.61000 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 35.36969 33.15669 29.24037 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 29.61000 30.24000 23.12736 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 29.61000 39.70451 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 26.95894 30.24000 23.25470 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 24.80029 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 26.17179 30.24000 28.19356 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 29.61000 27.52861 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 29.61000 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 30.84259 29.61000 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 29.61000 30.24000 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 29.24188 34.86959 24.21137 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] 34.06499 29.61000 24.92072 26.85000 1 NA
## INFO [12:37:30.247] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:30.247] [bbotk] 1 0.02 0.10447773 4 0.3010615
## INFO [12:37:30.247] [bbotk] 2 0.12 0.16632536 5 0.3653393
## INFO [12:37:30.247] [bbotk] 3 0.27 0.15908722 4 0.3262235
## INFO [12:37:30.247] [bbotk] 4 0.12 0.14205017 5 0.2863881
## INFO [12:37:30.247] [bbotk] 5 0.37 0.17379751 7 0.3667867
## INFO [12:37:30.247] [bbotk] 6 0.00 0.18084942 5 0.3553314
## INFO [12:37:30.247] [bbotk] 7 0.02 0.20979705 6 0.2651582
## INFO [12:37:30.247] [bbotk] 8 0.00 0.14368309 5 0.3271950
## INFO [12:37:30.247] [bbotk] 9 0.47 0.21920942 7 0.3759927
## INFO [12:37:30.247] [bbotk] 10 0.27 0.17279168 6 0.3456981
## INFO [12:37:30.247] [bbotk] 11 0.27 0.18418888 6 0.3337423
## INFO [12:37:30.247] [bbotk] 12 0.22 0.08694835 5 0.2803977
## INFO [12:37:30.247] [bbotk] 13 0.12 0.20977927 5 0.3214303
## INFO [12:37:30.247] [bbotk] 14 0.27 0.16279236 6 0.3056950
## INFO [12:37:30.247] [bbotk] 15 0.02 0.13462626 4 0.2707040
## INFO [12:37:30.247] [bbotk] 16 0.17 0.15303426 5 0.3495203
## INFO [12:37:30.247] [bbotk] 17 0.00 0.07708940 4 0.2613077
## INFO [12:37:30.247] [bbotk] 18 0.17 0.17520385 5 0.2040448
## INFO [12:37:30.247] [bbotk] 19 0.42 0.10164746 4 0.2965488
## INFO [12:37:30.247] [bbotk] 20 0.17 0.16497443 6 0.2898202
## INFO [12:37:30.511] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:30.752] [bbotk] Result of batch 2:
## INFO [12:37:30.760] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:30.760] [bbotk] MEDLEY 1 7 4 5 957.1159 0.7700000 245.36725 1506.5468
## INFO [12:37:30.760] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7762093 172.41252 1718.0244
## INFO [12:37:30.760] [bbotk] FREE 9 2 4 5 967.5172 0.7495325 467.87000 1030.0000
## INFO [12:37:30.760] [bbotk] FREE 1 7 4 5 902.0000 0.7872063 467.87000 1487.7292
## INFO [12:37:30.760] [bbotk] FREE 1 7 1 5 913.2043 0.7700000 467.87000 1030.0000
## INFO [12:37:30.760] [bbotk] FREE 1 8 4 2 970.5839 0.7700000 955.44658 1030.0000
## INFO [12:37:30.760] [bbotk] FREE 1 4 4 8 914.5613 0.7700000 829.54521 1203.9905
## INFO [12:37:30.760] [bbotk] BREAST 1 7 4 5 1012.2870 0.7700000 467.87000 1019.7668
## INFO [12:37:30.760] [bbotk] FREE 9 7 4 4 902.0000 0.7700000 595.38665 935.0499
## INFO [12:37:30.760] [bbotk] FREE 10 7 4 5 890.8221 0.7700000 467.87000 1030.0000
## INFO [12:37:30.760] [bbotk] MEDLEY 1 7 4 6 873.0250 0.7700000 854.57192 1030.0000
## INFO [12:37:30.760] [bbotk] FREE 1 7 4 5 998.7041 0.7700000 97.07963 1007.3890
## INFO [12:37:30.760] [bbotk] FREE 1 0 4 5 932.3141 0.7700000 468.93924 1030.0000
## INFO [12:37:30.760] [bbotk] BREAST 2 7 12 0 902.0000 0.7700000 645.31781 1279.1164
## INFO [12:37:30.760] [bbotk] FREE 1 7 4 5 1008.0628 0.7700000 467.87000 1593.2946
## INFO [12:37:30.760] [bbotk] FREE 6 7 6 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:37:30.760] [bbotk] BREAST 9 1 4 5 902.0000 0.7700000 446.98302 1030.0000
## INFO [12:37:30.760] [bbotk] FREE 5 7 4 5 883.2455 0.7700000 630.88500 1030.0000
## INFO [12:37:30.760] [bbotk] MEDLEY 1 7 10 5 1020.2830 0.7700000 467.87000 1328.5211
## INFO [12:37:30.760] [bbotk] FREE 7 7 7 5 892.2231 0.7014888 467.87000 1122.4099
## INFO [12:37:30.760] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:30.760] [bbotk] 29.24188 29.61000 30.24000 26.05560 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 29.61000 24.91405 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 25.67905 30.24000 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 30.84259 29.61000 30.24000 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 29.61000 30.24000 26.64535 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 27.43656 30.24000 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 29.78786 30.24000 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 30.09205 28.89381 26.14502 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 22.99469 32.50281 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 33.90496 29.61000 37.51973 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 29.61000 32.98771 29.24037 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 26.95894 30.24000 23.25470 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 29.05502 30.24000 28.42681 2 NA
## INFO [12:37:30.760] [bbotk] 23.30457 21.99111 30.24000 28.93932 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 30.77725 30.24000 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 25.52085 32.28879 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 29.61000 30.24000 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 30.77521 35.81607 30.24000 26.85000 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 23.08705 30.24000 29.95389 2 NA
## INFO [12:37:30.760] [bbotk] 29.24188 29.61000 30.24000 30.24006 2 NA
## INFO [12:37:30.760] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:30.760] [bbotk] 21 0.00 0.12490016 5 0.2718462
## INFO [12:37:30.760] [bbotk] 22 0.12 0.13626659 5 0.2819499
## INFO [12:37:30.760] [bbotk] 23 0.27 0.15945074 5 0.2305742
## INFO [12:37:30.760] [bbotk] 24 0.02 0.03701484 3 0.2364335
## INFO [12:37:30.760] [bbotk] 25 0.07 0.06382362 3 0.1996717
## INFO [12:37:30.760] [bbotk] 26 0.42 0.18054831 5 0.2481482
## INFO [12:37:30.760] [bbotk] 27 0.07 0.15567556 6 0.2390102
## INFO [12:37:30.760] [bbotk] 28 0.27 0.11754217 6 0.2837939
## INFO [12:37:30.760] [bbotk] 29 0.17 0.16397370 6 0.3041173
## INFO [12:37:30.760] [bbotk] 30 0.07 0.10457389 4 0.3039925
## INFO [12:37:30.760] [bbotk] 31 0.17 0.17243206 6 0.2476727
## INFO [12:37:30.760] [bbotk] 32 0.22 0.08694835 5 0.2803977
## INFO [12:37:30.760] [bbotk] 33 0.12 0.07971817 5 0.2163539
## INFO [12:37:30.760] [bbotk] 34 0.37 0.32570548 9 0.4222942
## INFO [12:37:30.760] [bbotk] 35 0.00 0.07612989 3 0.2676825
## INFO [12:37:30.760] [bbotk] 36 0.27 0.13988655 4 0.2793571
## INFO [12:37:30.760] [bbotk] 37 0.22 0.17776303 4 0.3182604
## INFO [12:37:30.760] [bbotk] 38 0.27 0.10590441 5 0.3053230
## INFO [12:37:30.760] [bbotk] 39 0.07 0.21850263 6 0.3306052
## INFO [12:37:30.760] [bbotk] 40 0.02 0.15494584 6 0.2824691
## INFO [12:37:31.183] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:31.407] [bbotk] Result of batch 3:
## INFO [12:37:31.414] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:31.414] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:31.414] [bbotk] MEDLEY 3 7 6 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:31.414] [bbotk] FREE 1 7 4 5 1021.3842 0.7117612 467.8700 1319.859
## INFO [12:37:31.414] [bbotk] FREE 9 7 4 5 888.8496 0.7700000 584.0429 1320.304
## INFO [12:37:31.414] [bbotk] FREE 1 7 4 5 902.0000 0.7762093 172.4125 1718.024
## INFO [12:37:31.414] [bbotk] FREE 1 7 2 7 902.0000 0.7988665 444.6978 1030.000
## INFO [12:37:31.414] [bbotk] FREE 1 7 4 5 898.1513 0.7700000 467.8700 1285.887
## INFO [12:37:31.414] [bbotk] BREAST 6 7 4 5 987.8580 0.7700000 467.8700 1030.000
## INFO [12:37:31.414] [bbotk] FREE 1 7 4 5 1007.1410 0.7700000 459.3941 1468.071
## INFO [12:37:31.414] [bbotk] FREE 1 7 9 5 902.0000 0.7824660 469.8750 1030.000
## INFO [12:37:31.414] [bbotk] BREAST 1 7 4 5 939.0975 0.7700000 402.4963 1030.000
## INFO [12:37:31.414] [bbotk] FREE 1 7 10 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:31.414] [bbotk] MEDLEY 1 9 4 5 902.0000 0.7700000 852.4097 1147.360
## INFO [12:37:31.414] [bbotk] FREE 1 6 10 5 983.1644 0.7379786 467.8700 1177.401
## INFO [12:37:31.414] [bbotk] FREE 7 7 4 0 878.1121 0.7803212 467.8700 1886.344
## INFO [12:37:31.414] [bbotk] MEDLEY 1 1 4 1 875.9714 0.7700000 468.9835 1030.000
## INFO [12:37:31.414] [bbotk] FREE 7 7 4 9 940.2577 0.7700000 451.3664 1030.000
## INFO [12:37:31.414] [bbotk] FLY 1 6 4 5 902.0000 0.7700000 467.8700 1219.054
## INFO [12:37:31.414] [bbotk] BACK 1 7 4 1 1016.9187 0.7700000 467.8700 1321.600
## INFO [12:37:31.414] [bbotk] FREE 1 7 4 5 902.0000 0.7399556 467.8700 1843.315
## INFO [12:37:31.414] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:31.414] [bbotk] 29.65534 29.61000 30.24000 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 35.11928 30.24000 26.05560 3 NA
## INFO [12:37:31.414] [bbotk] 32.01801 29.61000 31.17075 29.86797 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 21.95829 30.24000 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 29.61000 24.91405 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 29.61000 22.91608 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 29.61000 30.24000 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 23.58888 30.24000 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 29.75772 24.80813 30.25687 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 22.47917 29.61000 30.24000 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 31.11883 35.48069 27.36371 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 32.57707 25.06579 37.51973 27.00046 3 NA
## INFO [12:37:31.414] [bbotk] 26.73913 29.55423 30.24000 21.61859 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 29.80556 30.24000 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 29.61000 24.64855 33.00957 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 29.45382 30.24000 21.50524 3 NA
## INFO [12:37:31.414] [bbotk] 29.91432 29.61000 30.24000 27.47430 3 NA
## INFO [12:37:31.414] [bbotk] 24.43271 29.95440 30.24000 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 33.74340 34.63097 26.37071 26.85000 3 NA
## INFO [12:37:31.414] [bbotk] 29.24188 26.43714 30.24000 29.81482 3 NA
## INFO [12:37:31.414] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:31.414] [bbotk] 41 0.00 0.03738977 2 0.2339735
## INFO [12:37:31.414] [bbotk] 42 0.32 0.20183089 5 0.3405139
## INFO [12:37:31.414] [bbotk] 43 0.02 0.09878878 6 0.2518713
## INFO [12:37:31.414] [bbotk] 44 0.17 0.11787501 5 0.3161691
## INFO [12:37:31.414] [bbotk] 45 0.12 0.07744306 4 0.2495617
## INFO [12:37:31.414] [bbotk] 46 0.27 0.14661645 5 0.2751568
## INFO [12:37:31.414] [bbotk] 47 0.02 0.01681781 2 0.2162364
## INFO [12:37:31.414] [bbotk] 48 0.22 0.17141920 4 0.3446385
## INFO [12:37:31.414] [bbotk] 49 0.12 0.08502510 6 0.2803866
## INFO [12:37:31.414] [bbotk] 50 0.02 0.08869657 4 0.2288870
## INFO [12:37:31.414] [bbotk] 51 0.32 0.11543166 6 0.2449752
## INFO [12:37:31.414] [bbotk] 52 0.17 0.11354933 5 0.2530199
## INFO [12:37:31.414] [bbotk] 53 0.27 0.18532549 7 0.3231713
## INFO [12:37:31.414] [bbotk] 54 0.02 0.16130103 6 0.2220924
## INFO [12:37:31.414] [bbotk] 55 0.17 0.22793194 7 0.3704806
## INFO [12:37:31.414] [bbotk] 56 0.22 0.21326313 7 0.2911342
## INFO [12:37:31.414] [bbotk] 57 0.07 0.13812220 6 0.2982810
## INFO [12:37:31.414] [bbotk] 58 0.07 0.15010705 5 0.2826494
## INFO [12:37:31.414] [bbotk] 59 0.37 0.22595133 7 0.3524105
## INFO [12:37:31.414] [bbotk] 60 0.12 0.08125036 4 0.2697261
## INFO [12:37:31.869] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:32.093] [bbotk] Result of batch 4:
## INFO [12:37:32.106] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:32.106] [bbotk] MEDLEY 1 7 4 5 1012.3754 0.7700000 467.87000 1030.000
## INFO [12:37:32.106] [bbotk] FREE 1 7 10 5 902.0000 0.7700000 467.87000 1487.729
## INFO [12:37:32.106] [bbotk] FLY 10 6 4 5 983.1644 0.7700000 467.87000 1372.908
## INFO [12:37:32.106] [bbotk] FREE 1 7 7 5 994.1671 0.7014888 467.87000 1732.686
## INFO [12:37:32.106] [bbotk] BACK 1 1 4 5 976.7563 0.7935873 42.22822 1487.729
## INFO [12:37:32.106] [bbotk] BACK 1 7 12 9 945.2935 0.7264623 467.87000 1668.880
## INFO [12:37:32.106] [bbotk] FLY 10 7 4 5 890.8221 0.7700000 467.87000 1030.000
## INFO [12:37:32.106] [bbotk] FREE 1 7 4 5 898.1513 0.7700000 467.87000 1285.887
## INFO [12:37:32.106] [bbotk] FREE 1 7 4 5 882.0596 0.7700000 467.87000 1030.000
## INFO [12:37:32.106] [bbotk] MEDLEY 1 7 4 5 890.5848 0.7584460 249.40576 1030.000
## INFO [12:37:32.106] [bbotk] FREE 6 7 4 5 902.0000 0.7700000 588.52798 1583.482
## INFO [12:37:32.106] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.87000 1506.547
## INFO [12:37:32.106] [bbotk] FREE 1 4 4 5 929.1014 0.7614321 468.17829 1030.000
## INFO [12:37:32.106] [bbotk] FREE 12 7 4 5 1002.9966 0.7700000 469.91226 1593.872
## INFO [12:37:32.106] [bbotk] FREE 1 7 4 8 1002.9137 0.7700000 481.30186 1720.903
## INFO [12:37:32.106] [bbotk] FREE 9 7 4 0 902.0000 0.7700000 451.36637 1221.923
## INFO [12:37:32.106] [bbotk] FREE 7 4 4 8 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:32.106] [bbotk] FREE 1 7 4 5 913.0657 0.7700000 587.02486 1030.000
## INFO [12:37:32.106] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:32.106] [bbotk] BACK 1 7 4 2 1021.3842 0.7700000 425.11640 1030.000
## INFO [12:37:32.106] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:32.106] [bbotk] 29.24188 36.20608 37.39715 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 30.84259 33.60588 30.24000 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.80556 30.24000 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 34.23278 33.71999 30.24006 4 NA
## INFO [12:37:32.106] [bbotk] 30.84259 29.61000 30.24000 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 33.86285 33.03252 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 30.24000 33.00453 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 30.24000 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 32.33952 32.45916 4 NA
## INFO [12:37:32.106] [bbotk] 35.37927 32.95582 30.24000 29.93996 4 NA
## INFO [12:37:32.106] [bbotk] 28.30740 29.61000 30.24000 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 31.15442 24.34307 25.89793 26.05560 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 34.14974 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 30.24000 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 30.24000 29.45826 4 NA
## INFO [12:37:32.106] [bbotk] 29.91432 28.46953 38.11390 27.47430 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 30.24000 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 29.24188 29.61000 30.24000 26.83030 4 NA
## INFO [12:37:32.106] [bbotk] 29.65534 29.61000 30.24000 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] 29.56958 29.61000 31.17075 26.85000 4 NA
## INFO [12:37:32.106] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:32.106] [bbotk] 61 0.22 0.14581229 4 0.2862397
## INFO [12:37:32.106] [bbotk] 62 0.17 0.10852140 4 0.2491165
## INFO [12:37:32.106] [bbotk] 63 0.07 0.22669971 6 0.3547416
## INFO [12:37:32.106] [bbotk] 64 0.27 0.19094271 7 0.2581075
## INFO [12:37:32.106] [bbotk] 65 0.22 0.20853285 7 0.2787255
## INFO [12:37:32.106] [bbotk] 66 0.02 0.27990814 8 0.3064832
## INFO [12:37:32.106] [bbotk] 67 0.17 0.15257733 4 0.3519960
## INFO [12:37:32.106] [bbotk] 68 0.02 0.01681781 2 0.2162364
## INFO [12:37:32.106] [bbotk] 69 0.12 0.04183246 3 0.2402552
## INFO [12:37:32.106] [bbotk] 70 0.37 0.13194662 7 0.2452504
## INFO [12:37:32.106] [bbotk] 71 0.07 0.10354572 4 0.3025597
## INFO [12:37:32.106] [bbotk] 72 0.27 0.13339009 6 0.3131002
## INFO [12:37:32.106] [bbotk] 73 0.07 0.08202761 5 0.2169879
## INFO [12:37:32.106] [bbotk] 74 0.00 0.12879327 4 0.3253770
## INFO [12:37:32.106] [bbotk] 75 0.07 0.15026515 5 0.2837979
## INFO [12:37:32.106] [bbotk] 76 0.17 0.16511088 8 0.3164886
## INFO [12:37:32.106] [bbotk] 77 0.12 0.17647059 3 0.2599389
## INFO [12:37:32.106] [bbotk] 78 0.07 0.01139339 3 0.2077789
## INFO [12:37:32.106] [bbotk] 79 0.00 0.03738977 2 0.2339735
## INFO [12:37:32.106] [bbotk] 80 0.17 0.16684014 6 0.2947890
## INFO [12:37:32.525] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:32.766] [bbotk] Result of batch 5:
## INFO [12:37:32.775] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:32.775] [bbotk] FREE 1 3 9 5 1005.9497 0.7776196 635.15562 1594.084
## INFO [12:37:32.775] [bbotk] FREE 1 7 4 5 990.7484 0.7678735 470.65700 1030.000
## INFO [12:37:32.775] [bbotk] FREE 7 7 8 5 981.5814 0.7700000 467.87000 1583.482
## INFO [12:37:32.775] [bbotk] FREE 1 5 10 2 983.1644 0.7121594 467.87000 1030.000
## INFO [12:37:32.775] [bbotk] FREE 1 8 12 5 952.8989 0.7700000 132.46039 1612.318
## INFO [12:37:32.775] [bbotk] FREE 1 4 6 4 902.0000 0.7700000 467.87000 1553.155
## INFO [12:37:32.775] [bbotk] FREE 1 7 4 5 989.2044 0.7096742 784.92902 1030.000
## INFO [12:37:32.775] [bbotk] FREE 1 7 5 5 902.0000 0.6987519 609.10322 1030.000
## INFO [12:37:32.775] [bbotk] FREE 1 7 4 5 966.2827 0.7014888 45.22614 1122.410
## INFO [12:37:32.775] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:32.775] [bbotk] FREE 2 7 4 5 956.1731 0.7680340 248.08904 1679.911
## INFO [12:37:32.775] [bbotk] BREAST 1 1 8 9 902.0000 0.7418704 138.54894 1030.000
## INFO [12:37:32.775] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 724.33710 1487.729
## INFO [12:37:32.775] [bbotk] FREE 1 7 9 5 902.0000 0.7824660 469.87504 1030.000
## INFO [12:37:32.775] [bbotk] FREE 1 1 4 5 974.5638 0.7700000 467.87000 1774.820
## INFO [12:37:32.775] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 634.56782 1030.000
## INFO [12:37:32.775] [bbotk] MEDLEY 1 7 2 1 935.7668 0.8167298 467.87000 1030.000
## INFO [12:37:32.775] [bbotk] FREE 1 2 4 3 1002.7327 0.7700000 799.35106 1030.000
## INFO [12:37:32.775] [bbotk] FREE 1 7 7 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:32.775] [bbotk] FREE 1 8 4 5 902.0000 0.7459744 481.45943 1849.523
## INFO [12:37:32.775] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:32.775] [bbotk] 27.87743 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.92270 30.24000 23.08470 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 34.13884 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 27.68813 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 35.82719 27.52861 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 24.26788 30.81321 26.96801 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.61000 30.19066 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.65534 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 27.39961 29.61000 34.17353 25.31666 5 NA
## INFO [12:37:32.775] [bbotk] 31.91534 29.61000 29.29297 30.37895 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 22.47917 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 33.84202 29.61000 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.51390 30.24000 26.85000 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 29.61000 30.24000 27.37973 5 NA
## INFO [12:37:32.775] [bbotk] 29.24188 30.18264 24.46533 25.10469 5 NA
## INFO [12:37:32.775] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:32.775] [bbotk] 81 0.02 0.20573722 7 0.2742954
## INFO [12:37:32.775] [bbotk] 82 0.17 0.05212803 5 0.2461047
## INFO [12:37:32.775] [bbotk] 83 0.12 0.19683545 5 0.3345957
## INFO [12:37:32.775] [bbotk] 84 0.22 0.22104987 6 0.2242486
## INFO [12:37:32.775] [bbotk] 85 0.00 0.19160628 5 0.2704452
## INFO [12:37:32.775] [bbotk] 86 0.27 0.24062160 6 0.1714016
## INFO [12:37:32.775] [bbotk] 87 0.17 0.08347222 6 0.2658596
## INFO [12:37:32.775] [bbotk] 88 0.12 0.07935829 4 0.1477505
## INFO [12:37:32.775] [bbotk] 89 0.12 0.06570704 4 0.2491211
## INFO [12:37:32.775] [bbotk] 90 0.00 0.03738977 2 0.2339735
## INFO [12:37:32.775] [bbotk] 91 0.00 0.15871200 8 0.3220492
## INFO [12:37:32.775] [bbotk] 92 0.27 0.29193151 9 0.2800460
## INFO [12:37:32.775] [bbotk] 93 0.00 0.10233715 3 0.2429323
## INFO [12:37:32.775] [bbotk] 94 0.02 0.08869657 4 0.2288870
## INFO [12:37:32.775] [bbotk] 95 0.12 0.12951961 3 0.2672798
## INFO [12:37:32.775] [bbotk] 96 0.07 0.06913843 2 0.2685571
## INFO [12:37:32.775] [bbotk] 97 0.17 0.21492210 6 0.3171608
## INFO [12:37:32.775] [bbotk] 98 0.27 0.17422651 5 0.2524179
## INFO [12:37:32.775] [bbotk] 99 0.02 0.06148909 2 0.2020842
## INFO [12:37:32.775] [bbotk] 100 0.17 0.14207893 7 0.2712279
## INFO [12:37:33.115] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:33.356] [bbotk] Result of batch 6:
## INFO [12:37:33.365] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:33.365] [bbotk] FLY 2 7 4 5 902.0000 0.7700000 467.87000 1171.077
## INFO [12:37:33.365] [bbotk] FREE 7 7 1 5 902.0000 0.7700000 467.87000 1074.168
## INFO [12:37:33.365] [bbotk] FREE 1 8 10 5 1018.2452 0.7410243 71.54117 1678.661
## INFO [12:37:33.365] [bbotk] FREE 2 7 4 5 902.0000 0.7044826 467.87000 1387.817
## INFO [12:37:33.365] [bbotk] FREE 1 7 4 5 902.0000 0.7246848 84.50294 1030.000
## INFO [12:37:33.365] [bbotk] FREE 1 7 7 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:33.365] [bbotk] MEDLEY 1 2 4 5 958.4942 0.7514556 467.87000 1030.000
## INFO [12:37:33.365] [bbotk] FREE 11 6 4 5 995.4543 0.7884671 467.87000 1733.302
## INFO [12:37:33.365] [bbotk] BACK 1 7 11 5 902.0000 0.7872063 959.03745 1487.729
## INFO [12:37:33.365] [bbotk] FLY 3 7 4 5 987.8580 0.7700000 645.10782 1506.547
## INFO [12:37:33.365] [bbotk] BACK 12 4 12 0 902.0000 0.7388376 800.09124 1030.000
## INFO [12:37:33.365] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1534.782
## INFO [12:37:33.365] [bbotk] FREE 12 7 11 5 902.0000 0.7700000 467.87000 1296.700
## INFO [12:37:33.365] [bbotk] FREE 1 7 4 5 952.8149 0.7631687 467.87000 1650.302
## INFO [12:37:33.365] [bbotk] BACK 1 7 7 5 945.2935 0.7264623 467.87000 1030.000
## INFO [12:37:33.365] [bbotk] FREE 5 7 4 4 1002.7327 0.7527664 467.87000 1030.000
## INFO [12:37:33.365] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 445.81994 1877.502
## INFO [12:37:33.365] [bbotk] FREE 1 7 2 5 902.0000 0.8063268 360.68607 1015.883
## INFO [12:37:33.365] [bbotk] FREE 1 3 4 5 894.9547 0.7700000 858.28155 1346.132
## INFO [12:37:33.365] [bbotk] FREE 1 7 2 5 988.4306 0.7700000 467.87000 1169.605
## INFO [12:37:33.365] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 22.01724 29.61000 27.52861 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 28.43443 30.60513 28.63881 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 28.65100 24.62223 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 30.24000 27.37973 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 26.15970 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 26.55279 29.61000 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 36.84050 22.07279 6 NA
## INFO [12:37:33.365] [bbotk] 32.92802 32.58436 30.24000 31.13996 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 24.22074 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.65534 23.21267 23.39554 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.65534 33.22923 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 24.75147 27.01463 27.25841 6 NA
## INFO [12:37:33.365] [bbotk] 34.22576 22.68148 30.24000 30.92106 6 NA
## INFO [12:37:33.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 6 NA
## INFO [12:37:33.365] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:33.365] [bbotk] 101 0.12 0.12616720 3 0.3255858
## INFO [12:37:33.365] [bbotk] 102 0.17 0.15836720 5 0.2968752
## INFO [12:37:33.365] [bbotk] 103 0.12 0.23942938 9 0.3067120
## INFO [12:37:33.365] [bbotk] 104 0.12 0.10729970 5 0.2900518
## INFO [12:37:33.365] [bbotk] 105 0.07 0.03112636 2 0.2173753
## INFO [12:37:33.365] [bbotk] 106 0.02 0.06148909 2 0.2020842
## INFO [12:37:33.365] [bbotk] 107 0.27 0.15407533 5 0.2258273
## INFO [12:37:33.365] [bbotk] 108 0.07 0.20727520 6 0.3362740
## INFO [12:37:33.365] [bbotk] 109 0.12 0.22309849 7 0.3252671
## INFO [12:37:33.365] [bbotk] 110 0.22 0.23604441 8 0.3372964
## INFO [12:37:33.365] [bbotk] 111 0.22 0.34066420 8 0.3779041
## INFO [12:37:33.365] [bbotk] 112 0.02 0.03048567 1 0.2299043
## INFO [12:37:33.365] [bbotk] 113 0.00 0.13375408 3 0.2743492
## INFO [12:37:33.365] [bbotk] 114 0.32 0.10441095 6 0.2959553
## INFO [12:37:33.365] [bbotk] 115 0.00 0.14010250 4 0.2647908
## INFO [12:37:33.365] [bbotk] 116 0.02 0.17188678 6 0.3030951
## INFO [12:37:33.365] [bbotk] 117 0.00 0.11137178 3 0.2518691
## INFO [12:37:33.365] [bbotk] 118 0.32 0.10318794 7 0.2408783
## INFO [12:37:33.365] [bbotk] 119 0.27 0.17234469 7 0.2908377
## INFO [12:37:33.365] [bbotk] 120 0.00 0.09788224 3 0.2356425
## INFO [12:37:33.787] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:34.010] [bbotk] Result of batch 7:
## INFO [12:37:34.019] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:34.019] [bbotk] FREE 1 4 3 5 936.4067 0.7700000 194.0865 1877.5020
## INFO [12:37:34.019] [bbotk] FLY 2 7 1 5 945.2935 0.7264623 467.8700 1030.0000
## INFO [12:37:34.019] [bbotk] FREE 1 7 7 5 902.0000 0.7281936 467.8700 1345.6830
## INFO [12:37:34.019] [bbotk] FREE 10 7 4 9 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:34.019] [bbotk] FREE 1 7 4 8 902.0000 0.7700000 184.8651 1596.8637
## INFO [12:37:34.019] [bbotk] FREE 3 7 11 5 908.4534 0.7700000 614.2509 1221.8335
## INFO [12:37:34.019] [bbotk] FREE 1 7 2 5 963.3171 0.7708307 467.8700 1035.1552
## INFO [12:37:34.019] [bbotk] FREE 12 7 4 5 1015.7746 0.8029134 467.8700 993.2704
## INFO [12:37:34.019] [bbotk] FREE 6 7 4 5 902.0000 0.7736739 467.8700 1406.2558
## INFO [12:37:34.019] [bbotk] FREE 5 7 4 5 898.1513 0.7523510 467.8700 1511.8230
## INFO [12:37:34.019] [bbotk] BACK 9 7 4 5 1017.1991 0.7691479 467.8700 1782.5811
## INFO [12:37:34.019] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:34.019] [bbotk] FREE 1 7 4 3 959.6058 0.7700000 724.3371 1487.7292
## INFO [12:37:34.019] [bbotk] FREE 1 4 4 5 902.0000 0.7833503 467.8700 1030.0000
## INFO [12:37:34.019] [bbotk] MEDLEY 1 7 11 5 902.0000 0.7695762 243.0954 1030.0000
## INFO [12:37:34.019] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 247.4869 1030.0000
## INFO [12:37:34.019] [bbotk] BACK 5 7 4 5 1007.2054 0.6553775 467.8700 1030.0000
## INFO [12:37:34.019] [bbotk] FREE 1 7 4 5 902.0000 0.7204916 467.8700 1141.5815
## INFO [12:37:34.019] [bbotk] FREE 1 6 12 6 994.6839 0.7700000 119.5652 1092.5303
## INFO [12:37:34.019] [bbotk] FREE 1 2 9 5 902.0000 0.8087169 467.8700 1030.0000
## INFO [12:37:34.019] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:34.019] [bbotk] 34.00202 29.61000 30.24000 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 29.61000 38.98442 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 35.89397 30.24000 26.89838 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 29.61000 30.24000 27.38216 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 29.61000 27.49004 25.64537 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 34.40529 28.28164 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 29.61000 30.24000 22.90001 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 31.33032 38.07514 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 29.61000 30.24000 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 26.80214 30.24000 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 29.65534 28.66374 30.24000 30.42688 7 NA
## INFO [12:37:34.019] [bbotk] 30.84259 29.61000 23.43586 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 22.26109 32.86591 30.24000 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 29.61000 30.24000 26.80223 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 29.61000 30.52384 27.13645 7 NA
## INFO [12:37:34.019] [bbotk] 26.99734 29.61000 35.81911 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 28.81166 29.61000 30.24000 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 32.06253 29.61000 30.24000 26.85000 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 29.61000 30.24000 27.32376 7 NA
## INFO [12:37:34.019] [bbotk] 29.24188 27.66576 30.24000 21.94097 7 NA
## INFO [12:37:34.019] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:34.019] [bbotk] 121 0.02 0.21747035 6 0.2795008
## INFO [12:37:34.019] [bbotk] 122 0.17 0.22617062 6 0.3154709
## INFO [12:37:34.019] [bbotk] 123 0.22 0.10933022 5 0.2368534
## INFO [12:37:34.019] [bbotk] 124 0.12 0.12032485 3 0.2996789
## INFO [12:37:34.019] [bbotk] 125 0.17 0.12519987 5 0.2653730
## INFO [12:37:34.019] [bbotk] 126 0.27 0.16527304 7 0.3013508
## INFO [12:37:34.019] [bbotk] 127 0.12 0.10087503 5 0.2367231
## INFO [12:37:34.019] [bbotk] 128 0.12 0.13781910 6 0.3211068
## INFO [12:37:34.019] [bbotk] 129 0.02 0.08214735 3 0.2815660
## INFO [12:37:34.019] [bbotk] 130 0.17 0.10305810 5 0.2955846
## INFO [12:37:34.019] [bbotk] 131 0.12 0.22742151 8 0.3386606
## INFO [12:37:34.019] [bbotk] 132 0.17 0.02775870 2 0.2254949
## INFO [12:37:34.019] [bbotk] 133 0.22 0.16398112 6 0.3047980
## INFO [12:37:34.019] [bbotk] 134 0.12 0.06124531 3 0.2013597
## INFO [12:37:34.019] [bbotk] 135 0.02 0.13395063 6 0.2743095
## INFO [12:37:34.019] [bbotk] 136 0.07 0.04021701 3 0.2391332
## INFO [12:37:34.019] [bbotk] 137 0.07 0.17541959 5 0.3400168
## INFO [12:37:34.019] [bbotk] 138 0.02 0.02638684 3 0.2127336
## INFO [12:37:34.019] [bbotk] 139 0.17 0.23702663 7 0.1851055
## INFO [12:37:34.019] [bbotk] 140 0.32 0.15621440 5 0.1761258
## INFO [12:37:34.373] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:34.581] [bbotk] Result of batch 8:
## INFO [12:37:34.600] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 1008.0628 0.7700000 467.8700 1030.000
## INFO [12:37:34.600] [bbotk] FREE 1 3 4 5 1016.1376 0.7420654 467.8700 1030.000
## INFO [12:37:34.600] [bbotk] MEDLEY 1 5 4 5 967.1006 0.7695854 467.8700 1608.204
## INFO [12:37:34.600] [bbotk] FREE 1 7 11 4 902.0000 0.7700307 467.8700 1200.974
## INFO [12:37:34.600] [bbotk] FREE 4 7 5 8 1015.0904 0.7700000 423.3817 1363.936
## INFO [12:37:34.600] [bbotk] FREE 12 7 3 1 1002.7327 0.7700000 467.8700 1496.256
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 1002.9966 0.7700000 469.9123 1593.872
## INFO [12:37:34.600] [bbotk] FREE 5 7 4 5 902.0000 0.7700000 467.8700 1737.447
## INFO [12:37:34.600] [bbotk] MEDLEY 1 7 11 2 902.0000 0.7700000 161.8257 1310.831
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 895.5178 0.7971656 467.8700 1679.911
## INFO [12:37:34.600] [bbotk] FREE 2 7 4 5 856.0002 0.7384971 467.8700 1124.046
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:34.600] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 445.8199 1030.000
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:34.600] [bbotk] MEDLEY 12 7 11 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 871.5622 0.7700000 511.0447 1030.000
## INFO [12:37:34.600] [bbotk] FREE 1 7 4 5 885.1257 0.7700000 449.3440 1030.000
## INFO [12:37:34.600] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 715.3592 1030.000
## INFO [12:37:34.600] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 30.85667 29.61000 24.26552 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.80913 8 NA
## INFO [12:37:34.600] [bbotk] 31.00879 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.65534 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.02472 27.52919 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 29.31705 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.65534 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 31.39419 29.61000 23.65190 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 31.44178 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 26.51257 36.15677 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 35.16814 28.28273 32.25439 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 29.24188 29.61000 30.24000 26.85000 8 NA
## INFO [12:37:34.600] [bbotk] 32.71247 29.61000 38.02859 25.52490 8 NA
## INFO [12:37:34.600] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:34.600] [bbotk] 141 0.02 0.037584259 1 0.2341680
## INFO [12:37:34.600] [bbotk] 142 0.22 0.129065155 5 0.2491009
## INFO [12:37:34.600] [bbotk] 143 0.00 0.175703692 5 0.2586616
## INFO [12:37:34.600] [bbotk] 144 0.00 0.128183467 5 0.2114864
## INFO [12:37:34.600] [bbotk] 145 0.07 0.246706073 7 0.2707976
## INFO [12:37:34.600] [bbotk] 146 0.00 0.242019317 6 0.3701489
## INFO [12:37:34.600] [bbotk] 147 0.00 0.069969745 3 0.2665535
## INFO [12:37:34.600] [bbotk] 148 0.17 0.110507398 4 0.3083969
## INFO [12:37:34.600] [bbotk] 149 0.22 0.224782486 6 0.2785506
## INFO [12:37:34.600] [bbotk] 150 0.07 0.000000000 0 0.1994186
## INFO [12:37:34.600] [bbotk] 151 0.00 0.037389771 2 0.2339735
## INFO [12:37:34.600] [bbotk] 152 0.17 0.075332398 5 0.2730686
## INFO [12:37:34.600] [bbotk] 153 0.07 0.109056877 5 0.2981805
## INFO [12:37:34.600] [bbotk] 154 0.07 0.000000000 0 0.1994186
## INFO [12:37:34.600] [bbotk] 155 0.02 0.060187939 2 0.2006853
## INFO [12:37:34.600] [bbotk] 156 0.17 0.072265475 3 0.2684446
## INFO [12:37:34.600] [bbotk] 157 0.02 0.176470588 3 0.3170657
## INFO [12:37:34.600] [bbotk] 158 0.27 0.049164746 5 0.2474589
## INFO [12:37:34.600] [bbotk] 159 0.07 0.007125896 2 0.2064468
## INFO [12:37:34.600] [bbotk] 160 0.22 0.119293708 5 0.2522561
## INFO [12:37:34.964] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:35.172] [bbotk] Result of batch 9:
## INFO [12:37:35.180] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:35.180] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 245.3672 1506.547
## INFO [12:37:35.180] [bbotk] FREE 8 7 11 1 902.0000 0.7700000 467.8700 1296.700
## INFO [12:37:35.180] [bbotk] BACK 10 7 11 5 902.0000 0.7656567 953.5158 1030.000
## INFO [12:37:35.180] [bbotk] FREE 8 6 4 5 884.0898 0.7543855 675.1524 1353.075
## INFO [12:37:35.180] [bbotk] FREE 6 4 4 5 902.0000 0.7700000 248.0890 1030.000
## INFO [12:37:35.180] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 467.8700 1487.729
## INFO [12:37:35.180] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1431.082
## INFO [12:37:35.180] [bbotk] FLY 11 6 4 5 902.0000 0.7700000 467.8700 1113.567
## INFO [12:37:35.180] [bbotk] FREE 1 4 11 5 959.4823 0.7700000 467.8700 1030.000
## INFO [12:37:35.180] [bbotk] FREE 1 7 1 5 902.0000 0.7314046 620.5370 1877.502
## INFO [12:37:35.180] [bbotk] MEDLEY 1 9 7 9 1017.4078 0.7264623 467.8700 1162.030
## INFO [12:37:35.180] [bbotk] FREE 1 7 3 9 984.2126 0.7700000 467.8700 1030.000
## INFO [12:37:35.180] [bbotk] FREE 7 7 4 8 1013.1025 0.7700000 820.6704 1566.291
## INFO [12:37:35.180] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:35.180] [bbotk] FREE 1 8 6 5 902.0000 0.8140711 132.4604 1128.286
## INFO [12:37:35.180] [bbotk] FREE 1 7 4 5 1015.6359 0.7700000 345.9627 1885.932
## INFO [12:37:35.180] [bbotk] FREE 1 1 4 5 992.6593 0.7700000 467.8700 1030.000
## INFO [12:37:35.180] [bbotk] FREE 1 7 4 5 1002.7489 0.7700000 467.8700 1573.810
## INFO [12:37:35.180] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.9077 1603.014
## INFO [12:37:35.180] [bbotk] FREE 1 7 4 5 1002.7657 0.7700000 469.8449 1292.723
## INFO [12:37:35.180] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 30.24000 26.05560 9 NA
## INFO [12:37:35.180] [bbotk] 27.08046 29.61000 35.79210 31.59823 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 36.28888 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 24.62148 29.61000 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 26.48898 27.80444 31.86019 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 22.68277 39.88172 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 38.41058 29.19163 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 31.95964 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 32.49416 25.79414 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 34.13605 29.61000 30.24000 27.24947 9 NA
## INFO [12:37:35.180] [bbotk] 29.65534 29.61000 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 23.95212 30.24000 29.21317 9 NA
## INFO [12:37:35.180] [bbotk] 33.87594 34.51336 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 24.11367 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 25.42985 29.41471 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.24188 29.61000 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] 29.65348 29.61000 30.24000 26.85000 9 NA
## INFO [12:37:35.180] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:35.180] [bbotk] 161 0.02 0.04654583 3 0.2439546
## INFO [12:37:35.180] [bbotk] 162 0.02 0.24262589 7 0.3698344
## INFO [12:37:35.180] [bbotk] 163 0.02 0.22607719 6 0.3652529
## INFO [12:37:35.180] [bbotk] 164 0.17 0.17781632 7 0.3052559
## INFO [12:37:35.180] [bbotk] 165 0.17 0.15457659 6 0.2832845
## INFO [12:37:35.180] [bbotk] 166 0.00 0.08646752 2 0.2270626
## INFO [12:37:35.180] [bbotk] 167 0.02 0.02422286 1 0.2236415
## INFO [12:37:35.180] [bbotk] 168 0.22 0.23841897 6 0.3699466
## INFO [12:37:35.180] [bbotk] 169 0.07 0.17525606 5 0.2541928
## INFO [12:37:35.180] [bbotk] 170 0.07 0.12576051 4 0.2292444
## INFO [12:37:35.180] [bbotk] 171 0.07 0.29663546 8 0.3553687
## INFO [12:37:35.180] [bbotk] 172 0.17 0.17181523 5 0.2974329
## INFO [12:37:35.180] [bbotk] 173 0.07 0.23330166 7 0.3672200
## INFO [12:37:35.180] [bbotk] 174 0.00 0.03738977 2 0.2339735
## INFO [12:37:35.180] [bbotk] 175 0.22 0.18536896 7 0.2474334
## INFO [12:37:35.180] [bbotk] 176 0.32 0.13750691 5 0.2644525
## INFO [12:37:35.180] [bbotk] 177 0.27 0.11003695 3 0.2461147
## INFO [12:37:35.180] [bbotk] 178 0.07 0.08492207 4 0.2799767
## INFO [12:37:35.180] [bbotk] 179 0.02 0.03460884 2 0.2340275
## INFO [12:37:35.180] [bbotk] 180 0.00 0.05338290 4 0.2499667
## INFO [12:37:35.559] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:35.762] [bbotk] Result of batch 10:
## INFO [12:37:35.773] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:35.773] [bbotk] FREE 1 0 3 5 890.9946 0.7380993 467.87000 1812.424
## INFO [12:37:35.773] [bbotk] FREE 1 7 7 8 983.1015 0.8025978 948.70341 1030.000
## INFO [12:37:35.773] [bbotk] FREE 1 5 12 5 878.6877 0.7700000 467.87000 1501.947
## INFO [12:37:35.773] [bbotk] BREAST 1 9 4 5 957.2633 0.7700000 630.24081 1608.962
## INFO [12:37:35.773] [bbotk] FREE 1 7 4 5 875.5623 0.7494802 467.87000 1030.000
## INFO [12:37:35.773] [bbotk] BREAST 1 7 3 5 951.4656 0.7700000 467.87000 1640.104
## INFO [12:37:35.773] [bbotk] FREE 1 7 4 5 988.4306 0.8118174 769.16623 979.030
## INFO [12:37:35.773] [bbotk] FREE 4 7 4 4 956.4199 0.7613042 340.29647 1200.974
## INFO [12:37:35.773] [bbotk] FLY 1 7 11 5 902.0000 0.7617567 539.87417 1030.000
## INFO [12:37:35.773] [bbotk] FREE 1 2 4 5 955.7156 0.7700000 467.87000 1213.362
## INFO [12:37:35.773] [bbotk] FREE 1 7 4 5 993.5366 0.7700000 467.87000 1030.000
## INFO [12:37:35.773] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 543.81892 1030.000
## INFO [12:37:35.773] [bbotk] FREE 1 9 4 5 1002.9966 0.8238395 22.31935 1750.927
## INFO [12:37:35.773] [bbotk] FREE 1 7 4 7 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:35.773] [bbotk] BREAST 7 7 4 5 902.0000 0.7700000 467.87000 1153.416
## INFO [12:37:35.773] [bbotk] FREE 1 7 4 1 1002.8992 0.7700000 467.87000 1636.425
## INFO [12:37:35.773] [bbotk] FREE 1 7 4 5 929.4825 0.7700000 467.87000 1593.295
## INFO [12:37:35.773] [bbotk] FREE 1 0 4 5 902.0000 0.7700000 467.87000 1693.624
## INFO [12:37:35.773] [bbotk] FREE 1 7 4 5 1002.7727 0.7700000 467.87000 1030.000
## INFO [12:37:35.773] [bbotk] FREE 1 0 4 8 870.3893 0.7700000 690.64304 1358.761
## INFO [12:37:35.773] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 30.24000 25.23999 10 NA
## INFO [12:37:35.773] [bbotk] 24.15808 30.01963 30.24000 23.66249 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 30.77519 30.24000 27.09475 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 32.23186 22.67740 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 33.28950 29.54944 27.47227 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 30.24000 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 30.24000 22.97636 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 30.24000 26.20533 10 NA
## INFO [12:37:35.773] [bbotk] 33.18358 29.61000 33.13338 29.99100 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 33.36699 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 30.24000 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 30.24000 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] 34.66205 32.03755 30.24000 27.66628 10 NA
## INFO [12:37:35.773] [bbotk] 29.65534 29.61000 21.82418 30.91185 10 NA
## INFO [12:37:35.773] [bbotk] 24.39703 23.11380 33.40262 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] 33.18849 29.61000 26.71552 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] 25.56523 29.61000 30.24000 23.41323 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 34.56641 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] 29.24188 29.61000 30.24000 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] 29.65338 30.16233 24.89094 26.85000 10 NA
## INFO [12:37:35.773] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:35.773] [bbotk] 181 0.17 0.18211446 6 0.2515488
## INFO [12:37:35.773] [bbotk] 182 0.17 0.21992549 8 0.3032601
## INFO [12:37:35.773] [bbotk] 183 0.02 0.16016035 6 0.2419319
## INFO [12:37:35.773] [bbotk] 184 0.22 0.20944523 7 0.3003213
## INFO [12:37:35.773] [bbotk] 185 0.32 0.03227181 5 0.2233022
## INFO [12:37:35.773] [bbotk] 186 0.12 0.17202208 4 0.2127250
## INFO [12:37:35.773] [bbotk] 187 0.22 0.07867413 5 0.2733458
## INFO [12:37:35.773] [bbotk] 188 0.00 0.15981579 7 0.2856099
## INFO [12:37:35.773] [bbotk] 189 0.17 0.16442183 7 0.3000643
## INFO [12:37:35.773] [bbotk] 190 0.17 0.09867461 4 0.1776113
## INFO [12:37:35.773] [bbotk] 191 0.02 0.03243678 1 0.2290205
## INFO [12:37:35.773] [bbotk] 192 0.12 0.06352308 2 0.2041182
## INFO [12:37:35.773] [bbotk] 193 0.42 0.21025030 8 0.3081671
## INFO [12:37:35.773] [bbotk] 194 0.12 0.10717760 4 0.2602191
## INFO [12:37:35.773] [bbotk] 195 0.32 0.17999713 6 0.3519118
## INFO [12:37:35.773] [bbotk] 196 0.22 0.15835571 5 0.3008682
## INFO [12:37:35.773] [bbotk] 197 0.17 0.07611789 4 0.2703849
## INFO [12:37:35.773] [bbotk] 198 0.17 0.11238184 3 0.2529769
## INFO [12:37:35.773] [bbotk] 199 0.02 0.03570968 1 0.2322935
## INFO [12:37:35.773] [bbotk] 200 0.17 0.18298222 8 0.2593927
## INFO [12:37:36.183] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:36.400] [bbotk] Result of batch 11:
## INFO [12:37:36.410] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:36.410] [bbotk] FREE 1 7 4 1 996.0622 0.7300394 867.9926 1046.281
## INFO [12:37:36.410] [bbotk] FREE 2 7 3 5 902.0000 0.7700000 405.7647 1030.000
## INFO [12:37:36.410] [bbotk] FREE 5 7 3 5 919.0872 0.7700000 467.8700 1030.000
## INFO [12:37:36.410] [bbotk] FREE 1 7 4 5 902.0000 0.7699706 467.8700 1686.145
## INFO [12:37:36.410] [bbotk] MEDLEY 12 7 6 5 901.6892 0.7700000 467.8700 1151.671
## INFO [12:37:36.410] [bbotk] BACK 1 7 2 5 929.9067 0.7700000 467.8700 1822.368
## INFO [12:37:36.410] [bbotk] FREE 1 7 4 5 963.8366 0.7819039 467.8700 1486.503
## INFO [12:37:36.410] [bbotk] MEDLEY 5 7 12 5 1003.9357 0.7694078 942.8177 1545.280
## INFO [12:37:36.410] [bbotk] FREE 1 7 4 4 1002.7657 0.7700000 469.8449 1030.000
## INFO [12:37:36.410] [bbotk] FREE 12 7 4 5 955.8394 0.7769000 467.8700 1030.000
## INFO [12:37:36.410] [bbotk] FREE 1 7 8 5 902.0000 0.7700000 473.3385 1030.000
## INFO [12:37:36.410] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:36.410] [bbotk] FREE 7 7 4 5 902.0000 0.7700000 467.8700 1594.548
## INFO [12:37:36.410] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:36.410] [bbotk] BACK 1 7 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:36.410] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:36.410] [bbotk] BREAST 12 9 4 8 986.4507 0.7700000 467.8700 1030.000
## INFO [12:37:36.410] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 469.6580 1492.915
## INFO [12:37:36.410] [bbotk] FREE 5 7 4 5 902.0000 0.7886674 467.8700 1471.512
## INFO [12:37:36.410] [bbotk] FREE 6 7 4 5 921.0677 0.7700000 450.6412 1030.000
## INFO [12:37:36.410] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:36.410] [bbotk] 24.19228 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 29.24188 25.11983 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 26.07250 29.61000 34.84574 24.05226 11 NA
## INFO [12:37:36.410] [bbotk] 32.83356 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 28.84458 31.58534 30.24000 30.14734 11 NA
## INFO [12:37:36.410] [bbotk] 21.93251 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 29.24188 29.61000 30.24000 26.68062 11 NA
## INFO [12:37:36.410] [bbotk] 28.89572 33.96987 39.41284 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 30.96664 29.61000 30.24000 31.58460 11 NA
## INFO [12:37:36.410] [bbotk] 22.72352 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 26.66406 29.61000 35.28704 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 29.24188 24.74131 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 29.24188 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 22.20001 31.16392 36.86450 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 29.24188 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 29.24188 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 29.60182 35.33209 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 29.14195 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] 27.62783 29.61000 30.24000 25.58575 11 NA
## INFO [12:37:36.410] [bbotk] 33.25459 29.61000 30.24000 26.85000 11 NA
## INFO [12:37:36.410] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:36.410] [bbotk] 201 0.12 0.14511886 6 0.3105311
## INFO [12:37:36.410] [bbotk] 202 0.17 0.13890119 4 0.2782740
## INFO [12:37:36.410] [bbotk] 203 0.22 0.16511740 6 0.3005608
## INFO [12:37:36.410] [bbotk] 204 0.07 0.05434975 3 0.2537588
## INFO [12:37:36.410] [bbotk] 205 0.17 0.20980860 8 0.3499990
## INFO [12:37:36.410] [bbotk] 206 0.02 0.20534226 5 0.1868870
## INFO [12:37:36.410] [bbotk] 207 0.00 0.05227967 4 0.2471588
## INFO [12:37:36.410] [bbotk] 208 0.17 0.32010135 10 0.3824804
## INFO [12:37:36.410] [bbotk] 209 0.00 0.12554491 5 0.2510955
## INFO [12:37:36.410] [bbotk] 210 0.07 0.10574018 4 0.3019193
## INFO [12:37:36.410] [bbotk] 211 0.02 0.08545004 4 0.2256405
## INFO [12:37:36.410] [bbotk] 212 0.22 0.07770249 2 0.2092301
## INFO [12:37:36.410] [bbotk] 213 0.02 0.09291870 2 0.2923373
## INFO [12:37:36.410] [bbotk] 214 0.07 0.09121659 4 0.2790627
## INFO [12:37:36.410] [bbotk] 215 0.02 0.11764706 2 0.2582422
## INFO [12:37:36.410] [bbotk] 216 0.07 0.00000000 0 0.1994186
## INFO [12:37:36.410] [bbotk] 217 0.32 0.28888305 7 0.3717981
## INFO [12:37:36.410] [bbotk] 218 0.02 0.02847729 3 0.2274913
## INFO [12:37:36.410] [bbotk] 219 0.02 0.10151395 5 0.2986158
## INFO [12:37:36.410] [bbotk] 220 0.07 0.08308962 4 0.2795756
## INFO [12:37:36.740] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:36.948] [bbotk] Result of batch 12:
## INFO [12:37:36.958] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:36.958] [bbotk] FLY 5 7 3 0 902.0000 0.7700000 467.8700 1607.6497
## INFO [12:37:36.958] [bbotk] FREE 1 7 4 5 975.3588 0.7700000 444.8639 987.0424
## INFO [12:37:36.958] [bbotk] BACK 1 7 7 5 945.2935 0.7264623 467.8700 1030.0000
## INFO [12:37:36.958] [bbotk] FREE 5 7 4 5 902.0000 0.7819039 467.8700 1030.0000
## INFO [12:37:36.958] [bbotk] MEDLEY 1 7 4 3 902.0000 0.7700000 467.8700 1849.7564
## INFO [12:37:36.958] [bbotk] BREAST 1 7 4 5 917.2421 0.7600753 467.8700 1487.7292
## INFO [12:37:36.958] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.0000
## INFO [12:37:36.958] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:36.958] [bbotk] FREE 1 7 5 5 902.0000 0.7700000 256.8176 1030.0000
## INFO [12:37:36.958] [bbotk] FLY 1 7 11 2 1002.7657 0.7700000 469.8449 1030.0000
## INFO [12:37:36.958] [bbotk] FREE 1 7 11 4 902.0000 0.7700307 467.8700 1200.9737
## INFO [12:37:36.958] [bbotk] FREE 1 7 4 5 882.2705 0.7547314 669.8871 1663.8456
## INFO [12:37:36.958] [bbotk] MEDLEY 1 0 4 3 902.0000 0.7700000 467.8700 1296.7001
## INFO [12:37:36.958] [bbotk] FREE 1 7 3 5 940.4682 0.7700000 467.8700 1030.0000
## INFO [12:37:36.958] [bbotk] BACK 11 7 3 5 902.0000 0.7700000 801.5108 1579.4411
## INFO [12:37:36.958] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.0000
## INFO [12:37:36.958] [bbotk] FREE 1 7 4 0 998.2329 0.7700000 467.8700 1030.0000
## INFO [12:37:36.958] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.8700 1499.5126
## INFO [12:37:36.958] [bbotk] FREE 1 7 12 5 902.0000 0.7700000 467.8700 1256.3303
## INFO [12:37:36.958] [bbotk] FREE 1 3 4 5 902.0000 0.7296252 585.1335 1184.4008
## INFO [12:37:36.958] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:36.958] [bbotk] 29.24188 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 29.61000 32.19625 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 29.61000 29.48392 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 32.85512 30.24000 28.02846 12 NA
## INFO [12:37:36.958] [bbotk] 29.65534 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.65534 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 28.09623 35.42547 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 28.61504 37.97066 31.58460 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.65534 29.61000 28.11939 21.43262 12 NA
## INFO [12:37:36.958] [bbotk] 29.98204 29.49479 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 33.42554 37.62312 26.43736 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 25.47171 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.65534 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 21.98773 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 29.24188 29.61000 30.24000 26.27347 12 NA
## INFO [12:37:36.958] [bbotk] 29.65619 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] 24.50554 29.61000 30.24000 26.85000 12 NA
## INFO [12:37:36.958] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:36.958] [bbotk] 221 0.07 0.270180558 5 0.3691531
## INFO [12:37:36.958] [bbotk] 222 0.07 0.030013264 3 0.2264993
## INFO [12:37:36.958] [bbotk] 223 0.00 0.140102502 4 0.2647908
## INFO [12:37:36.958] [bbotk] 224 0.07 0.066863599 3 0.2662822
## INFO [12:37:36.958] [bbotk] 225 0.22 0.169510904 4 0.2934801
## INFO [12:37:36.958] [bbotk] 226 0.32 0.112003681 6 0.2121724
## INFO [12:37:36.958] [bbotk] 227 0.00 0.037389771 2 0.2339735
## INFO [12:37:36.958] [bbotk] 228 0.02 0.001694279 1 0.2011129
## INFO [12:37:36.958] [bbotk] 229 0.27 0.093908950 4 0.1744582
## INFO [12:37:36.958] [bbotk] 230 0.57 0.264068448 8 0.3316683
## INFO [12:37:36.958] [bbotk] 231 0.00 0.127977826 4 0.2116920
## INFO [12:37:36.958] [bbotk] 232 0.22 0.095828235 7 0.2866625
## INFO [12:37:36.958] [bbotk] 233 0.27 0.196057385 6 0.2598838
## INFO [12:37:36.958] [bbotk] 234 0.12 0.112329912 5 0.2481780
## INFO [12:37:36.958] [bbotk] 235 0.12 0.246345078 6 0.3251704
## INFO [12:37:36.958] [bbotk] 236 0.00 0.037389771 2 0.2339735
## INFO [12:37:36.958] [bbotk] 237 0.12 0.122650309 3 0.2946031
## INFO [12:37:36.958] [bbotk] 238 0.02 0.090080236 3 0.2875867
## INFO [12:37:36.958] [bbotk] 239 0.00 0.074190227 3 0.2147853
## INFO [12:37:36.958] [bbotk] 240 0.12 0.101410002 5 0.2279255
## INFO [12:37:37.331] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:37.532] [bbotk] Result of batch 13:
## INFO [12:37:37.541] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:37.541] [bbotk] FREE 1 7 4 5 973.5748 0.7349843 467.8700 1083.3287
## INFO [12:37:37.541] [bbotk] FLY 1 7 12 5 967.6306 0.7700000 467.8700 972.0232
## INFO [12:37:37.541] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1169.6052
## INFO [12:37:37.541] [bbotk] FREE 1 7 4 5 963.8366 0.7819039 467.8700 1030.0000
## INFO [12:37:37.541] [bbotk] FREE 1 1 4 5 902.0000 0.7700000 724.3371 1365.6589
## INFO [12:37:37.541] [bbotk] FREE 1 7 11 5 962.8007 0.7700000 911.5557 1030.0000
## INFO [12:37:37.541] [bbotk] FREE 1 7 4 5 1002.6964 0.7700000 470.7664 1435.3025
## INFO [12:37:37.541] [bbotk] FREE 5 7 4 5 1002.9364 0.7700000 467.8700 1030.0000
## INFO [12:37:37.541] [bbotk] FREE 1 7 11 6 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:37.541] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:37.541] [bbotk] FREE 2 7 4 5 1002.7657 0.7700000 467.8700 1292.7229
## INFO [12:37:37.541] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 936.7223
## INFO [12:37:37.541] [bbotk] FREE 1 7 4 0 971.6999 0.7644662 467.8700 1697.0419
## INFO [12:37:37.541] [bbotk] FREE 1 4 4 4 901.3560 0.7700000 465.5840 1241.4033
## INFO [12:37:37.541] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:37.541] [bbotk] MEDLEY 1 7 11 1 896.1778 0.7700000 467.8700 1440.7169
## INFO [12:37:37.541] [bbotk] BREAST 1 7 2 8 929.0038 0.7700000 467.8700 1030.0000
## INFO [12:37:37.541] [bbotk] BREAST 1 7 11 4 878.7503 0.7700000 467.8700 1200.9737
## INFO [12:37:37.541] [bbotk] FLY 10 7 4 5 1015.0904 0.7872063 467.8700 1161.6480
## INFO [12:37:37.541] [bbotk] FREE 1 5 10 5 902.0000 0.7922084 467.8700 1030.0000
## INFO [12:37:37.541] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:37.541] [bbotk] 33.63032 29.61000 37.5717 26.76149 13 NA
## INFO [12:37:37.541] [bbotk] 26.02086 29.61000 36.0805 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 28.07446 30.67438 30.2400 32.48193 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 33.82764 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 25.85389 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 28.44666 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 25.41576 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 23.02394 26.09379 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 32.64415 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.24188 23.08018 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 30.84259 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] 29.65534 29.61000 30.2400 26.85000 13 NA
## INFO [12:37:37.541] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:37.541] [bbotk] 241 0.02 0.075576670 6 0.2514631
## INFO [12:37:37.541] [bbotk] 242 0.07 0.175801237 6 0.3131568
## INFO [12:37:37.541] [bbotk] 243 0.00 0.067254811 2 0.2078499
## INFO [12:37:37.541] [bbotk] 244 0.02 0.023857419 2 0.2204412
## INFO [12:37:37.541] [bbotk] 245 0.22 0.132215515 6 0.2600232
## INFO [12:37:37.541] [bbotk] 246 0.12 0.124177503 4 0.2619377
## INFO [12:37:37.541] [bbotk] 247 0.00 0.060339619 3 0.2569234
## INFO [12:37:37.541] [bbotk] 248 0.07 0.108474421 3 0.3046535
## INFO [12:37:37.541] [bbotk] 249 0.12 0.117647059 2 0.1917859
## INFO [12:37:37.541] [bbotk] 250 0.02 0.058823529 1 0.1994186
## INFO [12:37:37.541] [bbotk] 251 0.00 0.118431868 4 0.3029682
## INFO [12:37:37.541] [bbotk] 252 0.12 0.005633389 1 0.2050520
## INFO [12:37:37.541] [bbotk] 253 0.02 0.124711661 4 0.2861559
## INFO [12:37:37.541] [bbotk] 254 0.02 0.146462686 6 0.1936685
## INFO [12:37:37.541] [bbotk] 255 0.07 0.000000000 0 0.1994186
## INFO [12:37:37.541] [bbotk] 256 0.27 0.242452680 7 0.3386456
## INFO [12:37:37.541] [bbotk] 257 0.27 0.199981368 5 0.2828965
## INFO [12:37:37.541] [bbotk] 258 0.07 0.220355273 6 0.3016754
## INFO [12:37:37.541] [bbotk] 259 0.07 0.175043185 6 0.3592614
## INFO [12:37:37.541] [bbotk] 260 0.00 0.122970156 4 0.1994367
## INFO [12:37:37.871] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:38.073] [bbotk] Result of batch 14:
## INFO [12:37:38.081] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:38.081] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 485.3259 1030.000
## INFO [12:37:38.081] [bbotk] FLY 1 7 3 3 856.4184 0.7700000 467.8700 1030.000
## INFO [12:37:38.081] [bbotk] FREE 3 8 4 2 1002.7327 0.7883032 487.7243 1871.518
## INFO [12:37:38.081] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:38.081] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:38.081] [bbotk] MEDLEY 4 7 4 5 902.0000 0.7700000 469.8449 1030.000
## INFO [12:37:38.081] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:38.081] [bbotk] FREE 1 7 4 5 878.6520 0.7700000 467.8700 1030.000
## INFO [12:37:38.081] [bbotk] FREE 1 7 4 5 897.4347 0.7700000 467.8700 1232.666
## INFO [12:37:38.081] [bbotk] BACK 1 7 4 5 951.4318 0.7700000 575.5651 1030.000
## INFO [12:37:38.081] [bbotk] MEDLEY 1 5 8 5 902.0000 0.7753872 445.8199 1877.502
## INFO [12:37:38.081] [bbotk] FLY 1 7 10 0 902.0000 0.7922084 467.8700 1030.000
## INFO [12:37:38.081] [bbotk] FREE 6 2 5 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:38.081] [bbotk] FREE 2 0 6 5 902.0000 0.7744171 467.8700 1030.000
## INFO [12:37:38.081] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1169.605
## INFO [12:37:38.081] [bbotk] FREE 1 7 11 5 902.0000 0.7890041 177.9655 1626.983
## INFO [12:37:38.081] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1200.974
## INFO [12:37:38.081] [bbotk] FREE 1 9 4 5 902.0000 0.7817529 467.8700 1563.646
## INFO [12:37:38.081] [bbotk] FREE 1 7 2 5 908.7888 0.7700000 467.8700 1052.786
## INFO [12:37:38.081] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 209.4240 1071.192
## INFO [12:37:38.081] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:38.081] [bbotk] 29.24188 23.47641 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 31.67546 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 24.83893 26.15288 24.57754 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 32.56659 30.13757 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.65534 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 33.97240 30.24000 22.60937 14 NA
## INFO [12:37:38.081] [bbotk] 29.65534 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.65534 29.61000 30.24000 21.75840 14 NA
## INFO [12:37:38.081] [bbotk] 29.65534 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 22.92130 22.92034 30.24000 31.48564 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 34.02396 26.14128 23.47494 14 NA
## INFO [12:37:38.081] [bbotk] 29.74311 29.61000 30.24000 32.85556 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 34.89438 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 29.61000 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] 29.24188 30.89371 30.24000 26.85000 14 NA
## INFO [12:37:38.081] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:38.081] [bbotk] 261 0.37 0.083687404 3 0.2074133
## INFO [12:37:38.081] [bbotk] 262 0.22 0.202595071 5 0.3319246
## INFO [12:37:38.081] [bbotk] 263 0.32 0.309877121 10 0.3624142
## INFO [12:37:38.081] [bbotk] 264 0.32 0.070607199 3 0.2105640
## INFO [12:37:38.081] [bbotk] 265 0.00 0.037389771 2 0.2339735
## INFO [12:37:38.081] [bbotk] 266 0.27 0.156023637 5 0.3535301
## INFO [12:37:38.081] [bbotk] 267 0.02 0.001694279 1 0.2011129
## INFO [12:37:38.081] [bbotk] 268 0.17 0.035588555 3 0.2330950
## INFO [12:37:38.081] [bbotk] 269 0.02 0.015551779 3 0.2149704
## INFO [12:37:38.081] [bbotk] 270 0.02 0.083004053 3 0.2795878
## INFO [12:37:38.081] [bbotk] 271 0.12 0.305065657 9 0.3661715
## INFO [12:37:38.081] [bbotk] 272 0.12 0.180099407 4 0.3130618
## INFO [12:37:38.081] [bbotk] 273 0.47 0.223339613 6 0.1838695
## INFO [12:37:38.081] [bbotk] 274 0.17 0.209465951 6 0.2912375
## INFO [12:37:38.081] [bbotk] 275 0.02 0.008431281 1 0.2078499
## INFO [12:37:38.081] [bbotk] 276 0.07 0.139084156 5 0.2713473
## INFO [12:37:38.081] [bbotk] 277 0.00 0.069149276 2 0.2116970
## INFO [12:37:38.081] [bbotk] 278 0.17 0.092972865 3 0.2335680
## INFO [12:37:38.081] [bbotk] 279 0.00 0.062605332 3 0.2003656
## INFO [12:37:38.081] [bbotk] 280 0.12 0.082281102 4 0.2158997
## INFO [12:37:38.436] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:38.651] [bbotk] Result of batch 15:
## INFO [12:37:38.659] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:38.659] [bbotk] FREE 1 7 7 4 902.0000 0.7700307 181.05669 1200.974
## INFO [12:37:38.659] [bbotk] FREE 1 7 4 5 1002.6964 0.7700000 470.76639 1030.000
## INFO [12:37:38.659] [bbotk] MEDLEY 1 7 9 5 918.4347 0.7844138 467.87000 1688.299
## INFO [12:37:38.659] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.87000 1200.974
## INFO [12:37:38.659] [bbotk] FREE 1 2 4 5 909.0532 0.7700000 467.87000 1377.813
## INFO [12:37:38.659] [bbotk] MEDLEY 1 7 3 5 902.0000 0.7700000 467.87000 1877.502
## INFO [12:37:38.659] [bbotk] FREE 2 6 4 0 902.0000 0.7759290 467.87000 1061.707
## INFO [12:37:38.659] [bbotk] FREE 1 2 7 5 968.9501 0.7341521 38.85115 1392.738
## INFO [12:37:38.659] [bbotk] FREE 1 7 4 0 902.0000 0.7700000 467.87000 1256.330
## INFO [12:37:38.659] [bbotk] FREE 1 2 4 4 971.7681 0.7700000 467.87000 1200.974
## INFO [12:37:38.659] [bbotk] FREE 1 1 4 5 952.2421 0.7700000 611.17434 1381.939
## INFO [12:37:38.659] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:38.659] [bbotk] MEDLEY 1 7 9 2 971.3401 0.8050394 467.87000 1030.000
## INFO [12:37:38.659] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:38.659] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:38.659] [bbotk] BREAST 1 7 4 5 988.4306 0.7844360 467.87000 1030.000
## INFO [12:37:38.659] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1051.486
## INFO [12:37:38.659] [bbotk] FREE 1 7 2 5 998.9380 0.7700000 467.87000 1398.210
## INFO [12:37:38.659] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 467.87000 1572.201
## INFO [12:37:38.659] [bbotk] FREE 1 7 3 5 863.6429 0.7700000 467.87000 1307.001
## INFO [12:37:38.659] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:38.659] [bbotk] 28.98169 29.61000 25.10179 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.24188 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.24188 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.24188 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.65534 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 21.62271 30.92745 30.24000 29.24260 15 NA
## INFO [12:37:38.659] [bbotk] 30.42699 36.31010 30.24000 26.67273 15 NA
## INFO [12:37:38.659] [bbotk] 29.24188 36.51932 39.46972 26.77817 15 NA
## INFO [12:37:38.659] [bbotk] 29.65619 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.24188 29.61000 30.24000 27.66930 15 NA
## INFO [12:37:38.659] [bbotk] 29.65534 32.88116 30.24000 28.74802 15 NA
## INFO [12:37:38.659] [bbotk] 29.65534 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.65534 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.65534 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.24188 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.24188 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.57718 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 25.36953 30.32408 39.72177 25.29379 15 NA
## INFO [12:37:38.659] [bbotk] 29.24188 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] 29.70742 29.61000 30.24000 26.85000 15 NA
## INFO [12:37:38.659] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:38.659] [bbotk] 281 0.07 0.162800251 7 0.2378607
## INFO [12:37:38.659] [bbotk] 282 0.02 0.035861873 2 0.2324456
## INFO [12:37:38.659] [bbotk] 283 0.00 0.165583160 5 0.2809504
## INFO [12:37:38.659] [bbotk] 284 0.00 0.069149276 2 0.2116970
## INFO [12:37:38.659] [bbotk] 285 0.27 0.084022907 4 0.1629596
## INFO [12:37:38.659] [bbotk] 286 0.07 0.217200494 6 0.2929243
## INFO [12:37:38.659] [bbotk] 287 0.27 0.211083088 8 0.2852219
## INFO [12:37:38.659] [bbotk] 288 0.32 0.251592552 9 0.2591701
## INFO [12:37:38.659] [bbotk] 289 0.02 0.074190227 3 0.2449959
## INFO [12:37:38.659] [bbotk] 290 0.07 0.156818418 5 0.1855076
## INFO [12:37:38.659] [bbotk] 291 0.17 0.130678891 7 0.2309129
## INFO [12:37:38.659] [bbotk] 292 0.00 0.037389771 2 0.2339735
## INFO [12:37:38.659] [bbotk] 293 0.17 0.208461506 6 0.2777675
## INFO [12:37:38.659] [bbotk] 294 0.00 0.037389771 2 0.2339735
## INFO [12:37:38.659] [bbotk] 295 0.02 0.058823529 1 0.1994186
## INFO [12:37:38.659] [bbotk] 296 0.12 0.091809784 3 0.2650291
## INFO [12:37:38.659] [bbotk] 297 0.02 0.002671623 2 0.2020903
## INFO [12:37:38.659] [bbotk] 298 0.02 0.171421559 7 0.2852090
## INFO [12:37:38.659] [bbotk] 299 0.00 0.091569117 2 0.2321642
## INFO [12:37:38.659] [bbotk] 300 0.07 0.091052530 4 0.2316476
## INFO [12:37:39.016] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:39.227] [bbotk] Result of batch 16:
## INFO [12:37:39.235] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 5 902.0000 0.7966217 467.87000 981.7543
## INFO [12:37:39.235] [bbotk] FREE 4 6 10 5 915.3357 0.7700000 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 8 902.0000 0.7700307 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 7 6 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 5 6 4 5 1007.5026 0.7560432 467.87000 1553.7834
## INFO [12:37:39.235] [bbotk] FREE 2 6 4 6 963.8882 0.7822013 467.87000 1832.2110
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 5 949.7532 0.7700000 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 0 4 6 1002.7327 0.7205576 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 10 7 9 5 902.0000 0.7914427 62.64092 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 5 902.0000 0.7653974 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] BACK 1 2 1 3 1002.7327 0.7700000 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 5 6 4 5 902.0000 0.7842471 467.87000 1229.1644
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 5 887.4112 0.7760233 62.48215 1382.2865
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 8 902.0000 0.7974805 296.69520 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 5 1008.7483 0.7554407 777.80314 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 7 4 5 1002.7249 0.7700000 468.45052 968.3329
## INFO [12:37:39.235] [bbotk] FREE 1 7 12 0 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] FREE 1 0 4 5 897.6033 0.7700000 467.87000 1030.0000
## INFO [12:37:39.235] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:39.235] [bbotk] 29.52471 25.81560 30.18177 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 29.24188 26.57847 30.24000 24.06726 16 NA
## INFO [12:37:39.235] [bbotk] 29.24188 29.61000 30.24000 29.14856 16 NA
## INFO [12:37:39.235] [bbotk] 28.66369 23.58148 25.03171 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 29.24188 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 29.24188 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 35.04310 22.33722 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 34.07782 30.93850 30.24000 32.21554 16 NA
## INFO [12:37:39.235] [bbotk] 29.24188 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 33.45127 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 31.84153 29.61000 31.85818 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 23.60451 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 28.89457 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 33.06273 29.61000 29.89111 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 29.24188 29.61000 33.67838 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 29.16965 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 29.62141 29.61000 32.55526 32.16956 16 NA
## INFO [12:37:39.235] [bbotk] 29.24188 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 29.37233 32.29403 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] 29.24188 29.61000 30.24000 26.85000 16 NA
## INFO [12:37:39.235] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:39.235] [bbotk] 301 0.22 0.02331736 5 0.2212486
## INFO [12:37:39.235] [bbotk] 302 0.27 0.20695395 6 0.2761145
## INFO [12:37:39.235] [bbotk] 303 0.07 0.01156627 1 0.2109849
## INFO [12:37:39.235] [bbotk] 304 0.42 0.10080138 5 0.2395011
## INFO [12:37:39.235] [bbotk] 305 0.02 0.05882353 1 0.1994186
## INFO [12:37:39.235] [bbotk] 306 0.07 0.05882353 1 0.1994186
## INFO [12:37:39.235] [bbotk] 307 0.27 0.24091980 7 0.3643428
## INFO [12:37:39.235] [bbotk] 308 0.27 0.30081065 9 0.3072485
## INFO [12:37:39.235] [bbotk] 309 0.02 0.01692176 1 0.2135055
## INFO [12:37:39.235] [bbotk] 310 0.22 0.17867051 5 0.2394619
## INFO [12:37:39.235] [bbotk] 311 0.07 0.16191995 6 0.3024173
## INFO [12:37:39.235] [bbotk] 312 0.07 0.02385271 2 0.2213626
## INFO [12:37:39.235] [bbotk] 313 0.27 0.27241278 6 0.2921213
## INFO [12:37:39.235] [bbotk] 314 0.22 0.14874733 6 0.2795357
## INFO [12:37:39.235] [bbotk] 315 0.12 0.06322710 5 0.2625480
## INFO [12:37:39.235] [bbotk] 316 0.12 0.07420167 4 0.2164935
## INFO [12:37:39.235] [bbotk] 317 0.02 0.09492072 6 0.2633091
## INFO [12:37:39.235] [bbotk] 318 0.07 0.03945295 3 0.2360367
## INFO [12:37:39.235] [bbotk] 319 0.02 0.12858929 4 0.2615517
## INFO [12:37:39.235] [bbotk] 320 0.22 0.06038153 2 0.2009766
## INFO [12:37:39.620] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:39.831] [bbotk] Result of batch 17:
## INFO [12:37:39.840] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:39.840] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 603.6705 1505.736
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 4 902.0000 0.7700307 467.8700 1200.974
## INFO [12:37:39.840] [bbotk] MEDLEY 1 9 1 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 5 929.6014 0.7700000 467.8700 1147.820
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1281.548
## INFO [12:37:39.840] [bbotk] FREE 1 6 3 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 11 7 12 5 963.8366 0.7700000 809.1392 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 4 896.9824 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 4 7 4 3 902.0000 0.7700000 488.5730 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 5 902.0000 0.7704840 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 8 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 5 928.7714 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 9 925.0765 0.7809154 467.8700 1825.491
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 5 902.0000 0.7495650 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 2 7 9 6 902.0000 0.7700000 644.3511 1343.479
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 5 902.0000 0.8278007 467.8700 1112.641
## INFO [12:37:39.840] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] FREE 1 9 4 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:39.840] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:39.840] [bbotk] 35.08190 31.48080 23.82092 32.73659 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 33.65729 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 29.61000 30.24000 22.39211 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.65534 35.50948 25.42081 30.01314 17 NA
## INFO [12:37:39.840] [bbotk] 34.26389 29.61000 22.09726 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.41784 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 30.40705 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.65534 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 28.24254 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 26.31877 33.45821 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 26.82873 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 23.92779 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.65534 29.61000 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] 29.24188 33.27881 30.24000 26.85000 17 NA
## INFO [12:37:39.840] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:39.840] [bbotk] 321 0.27 0.176764090 7 0.2807486
## INFO [12:37:39.840] [bbotk] 322 0.00 0.069154297 3 0.2116920
## INFO [12:37:39.840] [bbotk] 323 0.22 0.176470588 3 0.2582422
## INFO [12:37:39.840] [bbotk] 324 0.07 0.034989745 3 0.2211429
## INFO [12:37:39.840] [bbotk] 325 0.00 0.074015470 2 0.2165632
## INFO [12:37:39.840] [bbotk] 326 0.12 0.117647059 2 0.1917859
## INFO [12:37:39.840] [bbotk] 327 0.12 0.183108253 5 0.3189563
## INFO [12:37:39.840] [bbotk] 328 0.02 0.060601563 2 0.2031493
## INFO [12:37:39.840] [bbotk] 329 0.42 0.174430083 7 0.3088562
## INFO [12:37:39.840] [bbotk] 330 0.17 0.046028125 3 0.2437643
## INFO [12:37:39.840] [bbotk] 331 0.00 0.059544588 2 0.2001397
## INFO [12:37:39.840] [bbotk] 332 0.07 0.063598142 2 0.2053368
## INFO [12:37:39.840] [bbotk] 333 0.02 0.001694279 1 0.2011129
## INFO [12:37:39.840] [bbotk] 334 0.22 0.014789158 2 0.2102484
## INFO [12:37:39.840] [bbotk] 335 0.22 0.139616105 6 0.2864638
## INFO [12:37:39.840] [bbotk] 336 0.07 0.003339049 1 0.1960796
## INFO [12:37:39.840] [bbotk] 337 0.27 0.217107714 6 0.2898118
## INFO [12:37:39.840] [bbotk] 338 0.12 0.036211469 3 0.2352254
## INFO [12:37:39.840] [bbotk] 339 0.00 0.037389771 2 0.2339735
## INFO [12:37:39.840] [bbotk] 340 0.17 0.131873312 3 0.2648357
## INFO [12:37:40.159] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:40.361] [bbotk] Result of batch 18:
## INFO [12:37:40.371] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:40.371] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 762.3237 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 1 7 4 4 1002.7327 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 2 7 6 9 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 9 7 4 5 1002.7327 0.7725270 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] BREAST 1 7 4 5 1002.7327 0.7700000 759.2872 1646.5236
## INFO [12:37:40.371] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1903.9311
## INFO [12:37:40.371] [bbotk] FREE 1 7 11 9 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 8 7 4 7 902.0000 0.7784261 467.8700 1410.7977
## INFO [12:37:40.371] [bbotk] FREE 1 7 5 4 902.0000 0.7930251 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 1 5 6 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 1 7 2 7 902.0000 0.7700000 241.8731 1030.0000
## INFO [12:37:40.371] [bbotk] MEDLEY 1 7 4 0 902.0000 0.7700000 574.7207 1251.2915
## INFO [12:37:40.371] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] BREAST 9 7 11 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] FREE 1 7 1 7 902.0000 0.8143265 467.8700 1253.4896
## INFO [12:37:40.371] [bbotk] BREAST 4 7 4 5 876.8787 0.7700000 467.8700 953.1363
## INFO [12:37:40.371] [bbotk] FREE 1 2 8 5 927.3349 0.7590609 769.7360 1086.5596
## INFO [12:37:40.371] [bbotk] FLY 1 7 2 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:40.371] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.65534 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 25.69722 30.24000 31.59838 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.65534 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 22.56281 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 23.43068 18 NA
## INFO [12:37:40.371] [bbotk] 29.65534 29.61000 28.87547 32.46855 18 NA
## INFO [12:37:40.371] [bbotk] 26.07646 29.61000 23.32073 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 24.98315 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.40072 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 33.10122 29.61000 30.24000 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] 29.24188 29.61000 36.30792 23.41736 18 NA
## INFO [12:37:40.371] [bbotk] 25.11660 34.81923 30.82030 26.85000 18 NA
## INFO [12:37:40.371] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:40.371] [bbotk] 341 0.07 0.0182201514 1 0.2176388
## INFO [12:37:40.371] [bbotk] 342 0.00 0.0962133004 3 0.2274216
## INFO [12:37:40.371] [bbotk] 343 0.32 0.2155364992 5 0.3217837
## INFO [12:37:40.371] [bbotk] 344 0.02 0.0949319346 3 0.2915157
## INFO [12:37:40.371] [bbotk] 345 0.12 0.1497854679 4 0.2485364
## INFO [12:37:40.371] [bbotk] 346 0.00 0.0373897710 2 0.2339735
## INFO [12:37:40.371] [bbotk] 347 0.07 0.0527799903 1 0.2521986
## INFO [12:37:40.371] [bbotk] 348 0.12 0.1392200150 3 0.2694969
## INFO [12:37:40.371] [bbotk] 349 0.12 0.1420216790 4 0.3134692
## INFO [12:37:40.371] [bbotk] 350 0.07 0.1386151951 4 0.1542805
## INFO [12:37:40.371] [bbotk] 351 0.02 0.1518650372 5 0.2313520
## INFO [12:37:40.371] [bbotk] 352 0.32 0.1661604479 5 0.2923007
## INFO [12:37:40.371] [bbotk] 353 0.17 0.1555645388 5 0.3251917
## INFO [12:37:40.371] [bbotk] 354 0.02 0.0588235294 1 0.1994186
## INFO [12:37:40.371] [bbotk] 355 0.02 0.0006509172 1 0.2000696
## INFO [12:37:40.371] [bbotk] 356 0.17 0.1764705882 3 0.3170657
## INFO [12:37:40.371] [bbotk] 357 0.17 0.1383873223 4 0.2711312
## INFO [12:37:40.371] [bbotk] 358 0.17 0.1470058191 5 0.3284309
## INFO [12:37:40.371] [bbotk] 359 0.22 0.1866852292 8 0.2013114
## INFO [12:37:40.371] [bbotk] 360 0.27 0.1565589458 5 0.2701499
## INFO [12:37:40.718] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:40.940] [bbotk] Result of batch 19:
## INFO [12:37:40.947] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:40.947] [bbotk] FREE 5 7 3 5 902.0000 0.7477803 467.8700 1030.000
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:40.947] [bbotk] FLY 1 7 4 2 902.0000 0.8019787 467.8700 1030.000
## INFO [12:37:40.947] [bbotk] BACK 1 7 1 5 871.6148 0.7898326 467.8700 1092.648
## INFO [12:37:40.947] [bbotk] FLY 1 2 2 5 1002.7327 0.7700000 414.4262 1030.000
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:40.947] [bbotk] FREE 3 7 2 9 902.0000 0.7700000 467.8700 1763.422
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 5 902.0000 0.7700307 467.8700 1200.974
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 5 995.5351 0.7700000 467.8700 1030.000
## INFO [12:37:40.947] [bbotk] FREE 1 7 11 4 902.0000 0.7699979 467.8700 1200.974
## INFO [12:37:40.947] [bbotk] MEDLEY 5 6 4 4 902.0000 0.7700186 702.9577 1663.897
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 1 980.0959 0.8135064 871.0326 1337.800
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1259.210
## INFO [12:37:40.947] [bbotk] FREE 1 7 9 5 1019.5913 0.7143612 467.8700 1281.548
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1052.786
## INFO [12:37:40.947] [bbotk] FREE 1 7 2 6 902.0000 0.7868324 699.2067 1170.465
## INFO [12:37:40.947] [bbotk] MEDLEY 1 7 8 5 891.9152 0.7700000 741.5522 1667.845
## INFO [12:37:40.947] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:40.947] [bbotk] FREE 1 1 4 5 902.0000 0.7945742 467.8700 1030.000
## INFO [12:37:40.947] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 30.24000 30.38383 19 NA
## INFO [12:37:40.947] [bbotk] 29.65534 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 22.46872 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 33.54778 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.65534 29.61000 36.30575 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.65534 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 23.16477 29.61000 30.24000 22.58195 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 33.59785 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 30.24000 30.02402 19 NA
## INFO [12:37:40.947] [bbotk] 29.99471 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 32.65364 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.41784 29.61000 30.24000 29.01157 19 NA
## INFO [12:37:40.947] [bbotk] 29.65534 29.61000 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] 29.24188 25.92182 30.24000 26.85000 19 NA
## INFO [12:37:40.947] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:40.947] [bbotk] 361 0.02 0.139059799 4 0.2723936
## INFO [12:37:40.947] [bbotk] 362 0.00 0.037389771 2 0.2339735
## INFO [12:37:40.947] [bbotk] 363 0.52 0.150563508 4 0.2826566
## INFO [12:37:40.947] [bbotk] 364 0.12 0.153083084 6 0.2681176
## INFO [12:37:40.947] [bbotk] 365 0.22 0.236066125 7 0.2225200
## INFO [12:37:40.947] [bbotk] 366 0.02 0.001694279 1 0.2011129
## INFO [12:37:40.947] [bbotk] 367 0.02 0.058823529 1 0.2013713
## INFO [12:37:40.947] [bbotk] 368 0.17 0.267143978 6 0.3357738
## INFO [12:37:40.947] [bbotk] 369 0.02 0.010330768 2 0.2097494
## INFO [12:37:40.947] [bbotk] 370 0.02 0.033144980 1 0.2297287
## INFO [12:37:40.947] [bbotk] 371 0.00 0.127973154 4 0.2116974
## INFO [12:37:40.947] [bbotk] 372 0.07 0.298589220 8 0.3449037
## INFO [12:37:40.947] [bbotk] 373 0.02 0.153113933 6 0.2674868
## INFO [12:37:40.947] [bbotk] 374 0.02 0.016927811 2 0.2163464
## INFO [12:37:40.947] [bbotk] 375 0.00 0.138756891 5 0.2634452
## INFO [12:37:40.947] [bbotk] 376 0.00 0.060199654 2 0.2027474
## INFO [12:37:40.947] [bbotk] 377 0.07 0.143195292 5 0.2173341
## INFO [12:37:40.947] [bbotk] 378 0.02 0.188275385 7 0.2945648
## INFO [12:37:40.947] [bbotk] 379 0.00 0.037389771 2 0.2339735
## INFO [12:37:40.947] [bbotk] 380 0.32 0.077140269 3 0.2166109
## INFO [12:37:41.263] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:41.473] [bbotk] Result of batch 20:
## INFO [12:37:41.479] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:41.479] [bbotk] FLY 1 7 3 5 902.0000 0.7700000 467.8700 1199.173
## INFO [12:37:41.479] [bbotk] FREE 9 7 4 5 884.1284 0.7699936 100.1759 1300.659
## INFO [12:37:41.479] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1200.974
## INFO [12:37:41.479] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:41.479] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:41.479] [bbotk] BACK 1 7 8 4 1002.7327 0.7700000 467.8700 1679.070
## INFO [12:37:41.479] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:41.479] [bbotk] FREE 1 7 6 5 1016.3223 0.7700000 548.0702 1030.000
## INFO [12:37:41.479] [bbotk] FREE 1 2 3 5 902.0000 0.7700000 467.8700 1052.678
## INFO [12:37:41.479] [bbotk] BACK 1 7 4 5 902.0000 0.7773500 467.8700 1244.331
## INFO [12:37:41.479] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:41.479] [bbotk] FREE 1 4 2 5 902.0000 0.7700000 467.8700 1354.741
## INFO [12:37:41.479] [bbotk] FREE 1 7 4 4 923.1438 0.7700000 467.8700 1030.000
## INFO [12:37:41.479] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1087.852
## INFO [12:37:41.479] [bbotk] MEDLEY 1 2 4 4 902.0000 0.7700000 467.8700 1019.366
## INFO [12:37:41.479] [bbotk] FREE 1 7 4 5 940.8340 0.7700000 467.8700 1057.294
## INFO [12:37:41.479] [bbotk] FREE 1 7 3 5 940.5422 0.7700000 467.8700 1455.762
## INFO [12:37:41.479] [bbotk] FREE 1 7 6 5 902.0000 0.7700000 335.9542 1030.000
## INFO [12:37:41.479] [bbotk] FREE 10 6 4 5 902.0000 0.7700000 467.8700 1153.239
## INFO [12:37:41.479] [bbotk] FREE 7 7 4 5 902.0000 0.7345402 467.8700 1030.000
## INFO [12:37:41.479] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 24.75972 20 NA
## INFO [12:37:41.479] [bbotk] 25.74190 29.61000 30.24000 29.60872 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.65534 29.61000 35.34334 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61244 30.24000 28.96834 20 NA
## INFO [12:37:41.479] [bbotk] 31.69691 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 39.77378 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.27464 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.64321 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 29.99167 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 29.65534 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] 32.54087 29.61000 30.24000 26.85000 20 NA
## INFO [12:37:41.479] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:41.479] [bbotk] 381 0.07 0.138382210 4 0.2770652
## INFO [12:37:41.479] [bbotk] 382 0.12 0.132479632 7 0.3313938
## INFO [12:37:41.479] [bbotk] 383 0.00 0.069149276 2 0.2116970
## INFO [12:37:41.479] [bbotk] 384 0.07 0.000000000 0 0.1994186
## INFO [12:37:41.479] [bbotk] 385 0.02 0.035695492 1 0.2322793
## INFO [12:37:41.479] [bbotk] 386 0.00 0.268960398 7 0.2540366
## INFO [12:37:41.479] [bbotk] 387 0.02 0.035695492 1 0.2322793
## INFO [12:37:41.479] [bbotk] 388 0.02 0.114966105 5 0.2527263
## INFO [12:37:41.479] [bbotk] 389 0.27 0.129076855 4 0.1520249
## INFO [12:37:41.479] [bbotk] 390 0.07 0.102672758 4 0.3020914
## INFO [12:37:41.479] [bbotk] 391 0.07 0.000000000 0 0.1994186
## INFO [12:37:41.479] [bbotk] 392 0.07 0.137259367 3 0.2190309
## INFO [12:37:41.479] [bbotk] 393 0.00 0.066450285 3 0.1976586
## INFO [12:37:41.479] [bbotk] 394 0.02 0.005138476 2 0.2045571
## INFO [12:37:41.479] [bbotk] 395 0.17 0.177112833 4 0.2361155
## INFO [12:37:41.479] [bbotk] 396 0.00 0.016183252 3 0.2112196
## INFO [12:37:41.479] [bbotk] 397 0.00 0.098194629 3 0.2359549
## INFO [12:37:41.479] [bbotk] 398 0.07 0.066986188 2 0.2074835
## INFO [12:37:41.479] [bbotk] 399 0.12 0.126784210 4 0.2597466
## INFO [12:37:41.479] [bbotk] 400 0.07 0.078136158 3 0.2659666
## INFO [12:37:41.800] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:42.071] [bbotk] Result of batch 21:
## INFO [12:37:42.079] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:42.079] [bbotk] BREAST 1 7 2 7 902.0000 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 4 956.0595 0.7513925 467.870 1316.3539
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FLY 1 7 11 5 1002.7327 0.7700000 381.645 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.870 1200.9737
## INFO [12:37:42.079] [bbotk] FREE 1 8 4 7 902.0000 0.7846311 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 1 5 6 885.7007 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 6 7 4 5 902.0000 0.7700000 134.385 998.3497
## INFO [12:37:42.079] [bbotk] BREAST 5 7 4 5 1002.7327 0.7700000 467.870 1443.8445
## INFO [12:37:42.079] [bbotk] BREAST 1 7 4 5 902.0000 0.7700000 467.870 1628.6406
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 2 4 5 902.0000 0.8092187 467.870 1668.3330
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 4 901.9784 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.870 1052.7859
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] FREE 1 7 4 5 865.5534 0.7755861 467.870 1030.0000
## INFO [12:37:42.079] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:42.079] [bbotk] 29.41784 34.62278 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 29.61000 31.11153 23.19305 21 NA
## INFO [12:37:42.079] [bbotk] 26.22593 33.70115 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.65534 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.65534 29.61000 33.25036 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 25.40971 34.74882 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.65534 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 29.61000 30.24056 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 23.54396 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 28.41163 29.61000 30.24000 28.73797 21 NA
## INFO [12:37:42.079] [bbotk] 29.65534 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 34.32962 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.24188 29.61000 38.22073 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 29.65534 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] 30.78579 29.61000 30.24000 26.85000 21 NA
## INFO [12:37:42.079] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:42.079] [bbotk] 401 0.47 1.966293e-01 5 0.3065512
## INFO [12:37:42.079] [bbotk] 402 0.17 5.681249e-02 3 0.2514841
## INFO [12:37:42.079] [bbotk] 403 0.12 1.265370e-01 6 0.2563520
## INFO [12:37:42.079] [bbotk] 404 0.00 3.738977e-02 2 0.2339735
## INFO [12:37:42.079] [bbotk] 405 0.02 3.569549e-02 1 0.2322793
## INFO [12:37:42.079] [bbotk] 406 0.02 1.697515e-01 6 0.3074140
## INFO [12:37:42.079] [bbotk] 407 0.02 1.032575e-02 1 0.2097444
## INFO [12:37:42.079] [bbotk] 408 0.32 1.556675e-01 5 0.2882099
## INFO [12:37:42.079] [bbotk] 409 0.32 1.822464e-01 4 0.1387382
## INFO [12:37:42.079] [bbotk] 410 0.00 7.186051e-02 3 0.1619384
## INFO [12:37:42.079] [bbotk] 411 0.07 1.751166e-06 1 0.1994204
## INFO [12:37:42.079] [bbotk] 412 0.12 1.047191e-01 4 0.3036353
## INFO [12:37:42.079] [bbotk] 413 0.12 1.912385e-01 6 0.2954703
## INFO [12:37:42.079] [bbotk] 414 0.17 9.667197e-02 3 0.2275041
## INFO [12:37:42.079] [bbotk] 415 0.02 5.882353e-02 1 0.2013713
## INFO [12:37:42.079] [bbotk] 416 0.47 1.220841e-01 4 0.2038556
## INFO [12:37:42.079] [bbotk] 417 0.02 5.883118e-02 2 0.2013789
## INFO [12:37:42.079] [bbotk] 418 0.02 8.506484e-02 3 0.2256599
## INFO [12:37:42.079] [bbotk] 419 0.00 3.738977e-02 2 0.2339735
## INFO [12:37:42.079] [bbotk] 420 0.07 2.015456e-02 3 0.2195732
## INFO [12:37:42.402] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:42.600] [bbotk] Result of batch 22:
## INFO [12:37:42.608] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:42.608] [bbotk] FREE 1 5 10 3 955.7775 0.7700000 467.87000 1171.839
## INFO [12:37:42.608] [bbotk] FREE 1 7 4 5 1000.9672 0.7700000 467.87000 1030.000
## INFO [12:37:42.608] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:42.608] [bbotk] FREE 5 3 4 4 902.0000 0.7700000 467.87000 1137.805
## INFO [12:37:42.608] [bbotk] BACK 3 7 10 5 902.0000 0.7943613 467.87000 1030.000
## INFO [12:37:42.608] [bbotk] BACK 7 7 7 1 1002.7327 0.7700000 467.87000 1688.985
## INFO [12:37:42.608] [bbotk] BREAST 3 7 4 5 978.2796 0.7700000 192.30645 1052.786
## INFO [12:37:42.608] [bbotk] FREE 1 8 11 5 902.0000 0.7960364 217.19197 1030.000
## INFO [12:37:42.608] [bbotk] MEDLEY 2 7 4 4 929.6598 0.7686535 467.87000 1200.974
## INFO [12:37:42.608] [bbotk] FREE 1 7 4 0 902.0000 0.7700000 668.47574 1322.764
## INFO [12:37:42.608] [bbotk] FREE 1 7 2 5 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:42.608] [bbotk] BREAST 1 7 4 5 902.0000 0.7700000 467.87000 1063.733
## INFO [12:37:42.608] [bbotk] FREE 1 7 4 4 896.3757 0.7700000 467.87000 983.420
## INFO [12:37:42.608] [bbotk] FREE 3 5 2 8 984.7771 0.7700000 467.87000 1516.244
## INFO [12:37:42.608] [bbotk] FREE 1 5 4 5 950.2981 0.7788675 368.45111 1057.294
## INFO [12:37:42.608] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:42.608] [bbotk] BREAST 1 2 4 5 936.5476 0.7700000 854.81751 1030.000
## INFO [12:37:42.608] [bbotk] BACK 1 7 3 5 966.0371 0.7700000 232.03673 1568.255
## INFO [12:37:42.608] [bbotk] FREE 1 0 9 0 902.0000 0.7700000 73.47825 1846.456
## INFO [12:37:42.608] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:42.608] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:42.608] [bbotk] 29.24188 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.65534 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.24188 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 24.39886 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 26.40154 30.00879 38.97441 31.12362 22 NA
## INFO [12:37:42.608] [bbotk] 29.65534 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.24188 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.65534 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 27.98911 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.24188 29.61000 26.49409 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.24188 27.26211 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 24.10741 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.24188 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 26.22392 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.24188 29.61000 29.99167 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.65534 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.24188 22.58233 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.24188 25.07659 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.65534 29.61000 30.24000 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] 29.65534 29.61000 24.27050 26.85000 22 NA
## INFO [12:37:42.608] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:42.608] [bbotk] 421 0.02 0.20409328 5 0.2176545
## INFO [12:37:42.608] [bbotk] 422 0.00 0.03676415 2 0.2333479
## INFO [12:37:42.608] [bbotk] 423 0.02 0.05882353 1 0.2013713
## INFO [12:37:42.608] [bbotk] 424 0.12 0.20282690 5 0.2770548
## INFO [12:37:42.608] [bbotk] 425 0.22 0.24235466 8 0.3825451
## INFO [12:37:42.608] [bbotk] 426 0.00 0.31248247 7 0.3551847
## INFO [12:37:42.608] [bbotk] 427 0.12 0.16310480 5 0.2994694
## INFO [12:37:42.608] [bbotk] 428 0.12 0.13910706 5 0.2207809
## INFO [12:37:42.608] [bbotk] 429 0.02 0.20195139 7 0.3240296
## INFO [12:37:42.608] [bbotk] 430 0.12 0.10058866 4 0.2702158
## INFO [12:37:42.608] [bbotk] 431 0.17 0.10362323 3 0.2402590
## INFO [12:37:42.608] [bbotk] 432 0.22 0.08190069 3 0.2809147
## INFO [12:37:42.608] [bbotk] 433 0.07 0.06362968 3 0.2061774
## INFO [12:37:42.608] [bbotk] 434 0.07 0.30635994 7 0.3185279
## INFO [12:37:42.608] [bbotk] 435 0.00 0.08596125 6 0.1732330
## INFO [12:37:42.608] [bbotk] 436 0.00 0.03738977 2 0.2339735
## INFO [12:37:42.608] [bbotk] 437 0.27 0.18108341 5 0.2588956
## INFO [12:37:42.608] [bbotk] 438 0.07 0.20501812 6 0.2340386
## INFO [12:37:42.608] [bbotk] 439 0.17 0.25187785 6 0.3259152
## INFO [12:37:42.608] [bbotk] 440 0.17 0.05598865 3 0.2508900
## INFO [12:37:42.929] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:43.166] [bbotk] Result of batch 23:
## INFO [12:37:43.178] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:43.178] [bbotk] BACK 6 7 4 5 1002.7327 0.7700000 275.1144 1030.000
## INFO [12:37:43.178] [bbotk] FREE 1 7 9 5 902.0000 0.7700000 467.8700 1159.395
## INFO [12:37:43.178] [bbotk] FREE 3 5 6 5 902.0000 0.7700000 113.5092 1439.599
## INFO [12:37:43.178] [bbotk] FREE 1 7 4 3 902.0000 0.7700000 467.8700 1459.179
## INFO [12:37:43.178] [bbotk] MEDLEY 1 2 10 7 902.0000 0.7700000 883.7678 1190.698
## INFO [12:37:43.178] [bbotk] FREE 1 7 4 4 941.2808 0.7700000 467.8700 1014.542
## INFO [12:37:43.178] [bbotk] BACK 1 7 8 3 902.0000 0.7548538 467.8700 1030.000
## INFO [12:37:43.178] [bbotk] FREE 1 9 4 5 902.0000 0.7754961 141.8726 1380.973
## INFO [12:37:43.178] [bbotk] FREE 9 4 4 4 902.0000 0.7700000 467.8700 1262.622
## INFO [12:37:43.178] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:43.178] [bbotk] FREE 12 7 6 5 902.0000 0.7700000 105.8541 1129.014
## INFO [12:37:43.178] [bbotk] BREAST 1 7 2 2 902.0000 0.7688952 467.8700 1007.311
## INFO [12:37:43.178] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:43.178] [bbotk] FREE 1 3 3 5 895.0552 0.7700000 129.1314 1707.495
## INFO [12:37:43.178] [bbotk] BACK 1 8 5 5 969.5864 0.7700000 633.9704 1030.000
## INFO [12:37:43.178] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 732.9704 1799.932
## INFO [12:37:43.178] [bbotk] BREAST 8 7 4 0 925.2762 0.7700000 467.8700 1030.000
## INFO [12:37:43.178] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:43.178] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1169.716
## INFO [12:37:43.178] [bbotk] FREE 1 7 10 5 902.0000 0.7700000 467.8700 1136.708
## INFO [12:37:43.178] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:43.178] [bbotk] 29.65534 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 27.79705 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 29.61000 30.24000 27.12995 23 NA
## INFO [12:37:43.178] [bbotk] 29.68271 29.27265 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 21.81631 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 23.82053 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 29.61000 40.18310 25.60927 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 30.20804 32.91185 25.74755 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.24573 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 23.53469 22.80836 31.62273 23 NA
## INFO [12:37:43.178] [bbotk] 29.27464 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.65534 29.61000 30.24000 31.48990 23 NA
## INFO [12:37:43.178] [bbotk] 26.69157 29.61000 30.24000 31.75548 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 33.58028 32.01323 28.45575 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.59618 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] 29.24188 29.61000 30.24000 26.85000 23 NA
## INFO [12:37:43.178] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:43.178] [bbotk] 441 0.00 1.669641e-01 5 0.3486910
## INFO [12:37:43.178] [bbotk] 442 0.02 7.255873e-02 3 0.2127492
## INFO [12:37:43.178] [bbotk] 443 0.00 2.245436e-01 6 0.3062174
## INFO [12:37:43.178] [bbotk] 444 0.22 8.785780e-02 4 0.2584461
## INFO [12:37:43.178] [bbotk] 445 0.32 3.009551e-01 7 0.3227786
## INFO [12:37:43.178] [bbotk] 446 0.12 9.589197e-02 4 0.2257070
## INFO [12:37:43.178] [bbotk] 447 0.22 2.161680e-01 6 0.3342263
## INFO [12:37:43.178] [bbotk] 448 0.17 1.010902e-01 4 0.2415875
## INFO [12:37:43.178] [bbotk] 449 0.12 2.212789e-01 7 0.2697059
## INFO [12:37:43.178] [bbotk] 450 0.07 1.580108e-05 1 0.1994344
## INFO [12:37:43.178] [bbotk] 451 0.12 2.167559e-01 7 0.3435436
## INFO [12:37:43.178] [bbotk] 452 0.32 1.781556e-01 6 0.2527703
## INFO [12:37:43.178] [bbotk] 453 0.02 3.569549e-02 1 0.2322793
## INFO [12:37:43.178] [bbotk] 454 0.07 2.070270e-01 7 0.2381033
## INFO [12:37:43.178] [bbotk] 455 0.12 2.458330e-01 7 0.2655416
## INFO [12:37:43.178] [bbotk] 456 0.00 1.217264e-01 3 0.2247139
## INFO [12:37:43.178] [bbotk] 457 0.32 2.173744e-01 7 0.3543421
## INFO [12:37:43.178] [bbotk] 458 0.02 5.882353e-02 1 0.1994186
## INFO [12:37:43.178] [bbotk] 459 0.00 6.871335e-02 3 0.2093085
## INFO [12:37:43.178] [bbotk] 460 0.00 6.526801e-02 2 0.2058631
## INFO [12:37:43.501] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:43.704] [bbotk] Result of batch 24:
## INFO [12:37:43.714] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:43.714] [bbotk] MEDLEY 4 9 2 5 908.7888 0.7700000 467.8700 1826.551
## INFO [12:37:43.714] [bbotk] FREE 1 7 8 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:43.714] [bbotk] BREAST 1 7 3 5 913.6574 0.7700000 467.8700 1030.000
## INFO [12:37:43.714] [bbotk] FREE 3 3 4 5 923.4984 0.7922084 467.8700 1030.000
## INFO [12:37:43.714] [bbotk] FREE 1 7 10 8 973.0306 0.7700000 467.8700 1502.401
## INFO [12:37:43.714] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7793989 687.6616 1030.000
## INFO [12:37:43.714] [bbotk] FREE 12 7 4 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:43.714] [bbotk] FREE 7 7 4 0 902.0000 0.7700000 683.8607 1030.000
## INFO [12:37:43.714] [bbotk] FREE 1 7 10 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:43.714] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:43.714] [bbotk] FREE 1 7 4 5 983.9693 0.7660080 463.2047 1037.538
## INFO [12:37:43.714] [bbotk] FREE 1 7 4 5 955.2997 0.7434569 467.8700 1607.036
## INFO [12:37:43.714] [bbotk] FREE 1 7 4 5 902.0000 0.8154471 316.6402 1030.000
## INFO [12:37:43.714] [bbotk] FREE 10 7 4 6 995.4733 0.7700000 467.8700 1032.920
## INFO [12:37:43.714] [bbotk] FREE 1 7 4 5 902.0000 0.7720099 467.8700 1030.000
## INFO [12:37:43.714] [bbotk] FREE 9 8 4 5 985.3002 0.7700000 833.4714 1341.642
## INFO [12:37:43.714] [bbotk] FREE 12 5 4 3 902.0000 0.7700000 467.8700 1110.919
## INFO [12:37:43.714] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1049.098
## INFO [12:37:43.714] [bbotk] FREE 7 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:43.714] [bbotk] FREE 1 7 2 5 941.8709 0.7425460 693.1216 1432.033
## INFO [12:37:43.714] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:43.714] [bbotk] 31.74780 35.71563 21.55225 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 21.94610 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.65534 29.70116 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 22.01804 30.24000 25.92371 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 29.61000 30.24000 32.66028 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 29.61000 30.24000 27.85151 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 28.43082 30.24000 32.37347 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 29.61000 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 29.61000 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 29.61000 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 23.52570 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 28.34473 35.91361 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.11492 29.61000 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 34.56416 29.61000 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 24.69752 29.61000 23.56704 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.65534 29.61000 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.35457 24.00088 37.70671 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 29.61000 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 29.61000 35.26532 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] 29.24188 32.65808 30.24000 26.85000 24 NA
## INFO [12:37:43.714] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:43.714] [bbotk] 461 0.42 0.346818597 9 0.3490771
## INFO [12:37:43.714] [bbotk] 462 0.07 0.147364753 3 0.2286848
## INFO [12:37:43.714] [bbotk] 463 0.12 0.123825707 5 0.2591739
## INFO [12:37:43.714] [bbotk] 464 0.22 0.162993821 6 0.2858949
## INFO [12:37:43.714] [bbotk] 465 0.02 0.200584446 5 0.2811342
## INFO [12:37:43.714] [bbotk] 466 0.07 0.078999044 4 0.2784177
## INFO [12:37:43.714] [bbotk] 467 0.32 0.150013293 4 0.3064434
## INFO [12:37:43.714] [bbotk] 468 0.07 0.131012092 3 0.3111478
## INFO [12:37:43.714] [bbotk] 469 0.00 0.094519022 2 0.2322793
## INFO [12:37:43.714] [bbotk] 470 0.07 0.000000000 0 0.1994186
## INFO [12:37:43.714] [bbotk] 471 0.17 0.054035323 5 0.2480922
## INFO [12:37:43.714] [bbotk] 472 0.17 0.086193008 5 0.2719854
## INFO [12:37:43.714] [bbotk] 473 0.12 0.017304003 3 0.2162202
## INFO [12:37:43.714] [bbotk] 474 0.12 0.172756019 5 0.2666008
## INFO [12:37:43.714] [bbotk] 475 0.27 0.039740801 3 0.2370723
## INFO [12:37:43.714] [bbotk] 476 0.07 0.190303351 6 0.3244514
## INFO [12:37:43.714] [bbotk] 477 0.17 0.226833089 7 0.3081532
## INFO [12:37:43.714] [bbotk] 478 0.07 0.001153406 1 0.2005720
## INFO [12:37:43.714] [bbotk] 479 0.02 0.133304225 3 0.2738993
## INFO [12:37:43.714] [bbotk] 480 0.00 0.127475740 6 0.2562641
## INFO [12:37:44.024] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:44.236] [bbotk] Result of batch 25:
## INFO [12:37:44.243] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:44.243] [bbotk] FREE 1 7 4 3 901.4197 0.7700000 896.38826 1455.134
## INFO [12:37:44.243] [bbotk] FREE 1 7 4 8 956.6933 0.7700000 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 5 2 5 902.0000 0.7692528 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 9 6 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] BREAST 10 7 4 5 924.9308 0.7700000 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] FLY 8 6 4 5 902.0000 0.7700000 819.60141 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 2 4 5 1002.7327 0.7700000 37.47592 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 7 4 1 940.4007 0.7342572 467.87000 1200.974
## INFO [12:37:44.243] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 208.27298 1034.108
## INFO [12:37:44.243] [bbotk] FREE 1 8 4 6 876.5738 0.8200367 467.87000 1251.188
## INFO [12:37:44.243] [bbotk] BACK 1 7 2 5 1002.7327 0.7733390 57.75418 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 7 10 5 868.1796 0.7646726 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] FLY 9 7 4 5 902.0000 0.7700000 467.87000 1836.093
## INFO [12:37:44.243] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 7 4 5 950.9954 0.7700000 853.93926 1608.586
## INFO [12:37:44.243] [bbotk] FREE 1 7 6 5 925.7544 0.7700000 467.87000 1795.581
## INFO [12:37:44.243] [bbotk] FREE 1 7 4 4 923.1438 0.7700000 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 4 4 5 1002.7327 0.7700000 256.55491 1030.000
## INFO [12:37:44.243] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:44.243] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:44.243] [bbotk] 29.24188 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.38923 29.61000 28.54282 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 28.43180 29.61000 31.99682 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 29.61000 30.02413 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.72159 29.61000 30.69084 29.48454 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 25.67128 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 34.87065 36.38653 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 35.64433 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 30.29527 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 24.26043 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.41784 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.65534 33.78014 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] 29.27464 29.61000 30.24000 29.18005 25 NA
## INFO [12:37:44.243] [bbotk] 29.65534 23.29889 29.03197 29.31116 25 NA
## INFO [12:37:44.243] [bbotk] 29.24188 29.61000 30.24000 26.85000 25 NA
## INFO [12:37:44.243] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:44.243] [bbotk] 481 0.17 0.11122040 4 0.2808475
## INFO [12:37:44.243] [bbotk] 482 0.12 0.07820459 2 0.2204964
## INFO [12:37:44.243] [bbotk] 483 0.02 0.11776915 3 0.1992965
## INFO [12:37:44.243] [bbotk] 484 0.32 0.12353871 4 0.2036278
## INFO [12:37:44.243] [bbotk] 485 0.17 0.13456591 5 0.3138962
## INFO [12:37:44.243] [bbotk] 486 0.17 0.19890754 5 0.3305248
## INFO [12:37:44.243] [bbotk] 487 0.37 0.12115087 3 0.1999898
## INFO [12:37:44.243] [bbotk] 488 0.02 0.08859723 4 0.2500415
## INFO [12:37:44.243] [bbotk] 489 0.00 0.09176227 6 0.2322596
## INFO [12:37:44.243] [bbotk] 490 0.32 0.16346423 6 0.2361684
## INFO [12:37:44.243] [bbotk] 491 0.17 0.21881449 7 0.2559947
## INFO [12:37:44.243] [bbotk] 492 0.37 0.09507743 4 0.2339316
## INFO [12:37:44.243] [bbotk] 493 0.12 0.17064665 4 0.3087298
## INFO [12:37:44.243] [bbotk] 494 0.07 0.07923635 2 0.2782503
## INFO [12:37:44.243] [bbotk] 495 0.00 0.05954459 2 0.2001397
## INFO [12:37:44.243] [bbotk] 496 0.12 0.09405856 5 0.2722176
## INFO [12:37:44.243] [bbotk] 497 0.02 0.11347743 3 0.2512377
## INFO [12:37:44.243] [bbotk] 498 0.00 0.07817497 4 0.2093832
## INFO [12:37:44.243] [bbotk] 499 0.12 0.14990938 7 0.2579134
## INFO [12:37:44.243] [bbotk] 500 0.07 0.00000000 0 0.1994186
## INFO [12:37:44.581] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:44.780] [bbotk] Result of batch 26:
## INFO [12:37:44.788] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:44.788] [bbotk] FREE 1 7 4 1 971.3979 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] MEDLEY 1 7 4 5 1011.3996 0.7700000 387.0953 1030.000
## INFO [12:37:44.788] [bbotk] FREE 1 0 4 5 902.0000 0.7550411 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] BACK 1 7 4 5 902.0000 0.8210745 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] BACK 1 2 4 1 902.0000 0.7700000 799.4307 1728.959
## INFO [12:37:44.788] [bbotk] MEDLEY 1 9 10 5 902.5386 0.7700000 467.8700 1871.225
## INFO [12:37:44.788] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] BREAST 1 7 4 5 902.0000 0.7700000 467.8700 1212.548
## INFO [12:37:44.788] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] FLY 1 8 4 5 902.0000 0.7460923 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] FLY 8 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1024.832
## INFO [12:37:44.788] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] FREE 7 7 10 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] FREE 1 7 2 5 908.7888 0.7700000 467.8700 1052.786
## INFO [12:37:44.788] [bbotk] FREE 5 7 4 5 988.9416 0.7700000 467.8700 1293.239
## INFO [12:37:44.788] [bbotk] FREE 1 7 2 5 916.5529 0.7700000 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] FREE 1 1 4 1 902.0000 0.7532400 467.8700 1030.000
## INFO [12:37:44.788] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:44.788] [bbotk] 29.59361 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.24188 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.65534 21.80323 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 33.12830 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.24188 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 35.66603 29.61000 29.99167 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.65534 25.52988 39.04198 21.86572 26 NA
## INFO [12:37:44.788] [bbotk] 29.24188 29.61000 30.06369 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.24188 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 24.82848 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.65534 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 34.16823 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.24188 26.92985 22.27515 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.63737 29.61000 30.29329 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.42566 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.59116 29.61000 31.49878 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.24188 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.27464 29.61000 34.34935 29.26333 26 NA
## INFO [12:37:44.788] [bbotk] 29.24188 29.61000 30.24000 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] 29.12477 29.61000 38.34634 26.85000 26 NA
## INFO [12:37:44.788] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:44.788] [bbotk] 501 0.02 0.0848566216 3 0.2539267
## INFO [12:37:44.788] [bbotk] 502 0.02 0.0588235294 1 0.2013713
## INFO [12:37:44.788] [bbotk] 503 0.12 0.1345543687 5 0.3299159
## INFO [12:37:44.788] [bbotk] 504 0.27 0.0771934785 3 0.2129000
## INFO [12:37:44.788] [bbotk] 505 0.02 0.0356954924 1 0.2322793
## INFO [12:37:44.788] [bbotk] 506 0.22 0.0942674716 4 0.2921387
## INFO [12:37:44.788] [bbotk] 507 0.32 0.3092196374 9 0.3879546
## INFO [12:37:44.788] [bbotk] 508 0.07 0.2280154880 6 0.3022761
## INFO [12:37:44.788] [bbotk] 509 0.07 0.0000000000 0 0.1994186
## INFO [12:37:44.788] [bbotk] 510 0.22 0.0879334119 3 0.2724129
## INFO [12:37:44.788] [bbotk] 511 0.00 0.0373897710 2 0.2339735
## INFO [12:37:44.788] [bbotk] 512 0.32 0.1417406480 4 0.2745228
## INFO [12:37:44.788] [bbotk] 513 0.42 0.1528553735 4 0.3494670
## INFO [12:37:44.788] [bbotk] 514 0.02 0.0020988114 3 0.2015174
## INFO [12:37:44.788] [bbotk] 515 0.02 0.0007531006 1 0.2001717
## INFO [12:37:44.788] [bbotk] 516 0.00 0.1230002872 4 0.2635954
## INFO [12:37:44.788] [bbotk] 517 0.00 0.0626053321 3 0.2003656
## INFO [12:37:44.788] [bbotk] 518 0.02 0.1306113170 6 0.2955780
## INFO [12:37:44.788] [bbotk] 519 0.02 0.0639804818 2 0.2017407
## INFO [12:37:44.788] [bbotk] 520 0.17 0.1461220291 5 0.2241132
## INFO [12:37:45.121] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:45.321] [bbotk] Result of batch 27:
## INFO [12:37:45.331] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:45.331] [bbotk] FREE 4 7 4 5 1000.9107 0.7700000 467.8700 1375.6823
## INFO [12:37:45.331] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1052.7859
## INFO [12:37:45.331] [bbotk] FREE 1 7 4 5 985.3010 0.7916416 467.8700 1188.8674
## INFO [12:37:45.331] [bbotk] FLY 1 7 4 5 982.3886 0.7700000 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 3 7 4 5 1000.0427 0.7897945 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 10 7 4 8 902.0000 0.7700000 536.2998 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 1 7 2 5 902.0000 0.7451256 939.2354 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 1 7 4 5 905.0368 0.7700000 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] BREAST 1 7 1 5 952.9975 0.7757636 487.0394 1328.9209
## INFO [12:37:45.331] [bbotk] FREE 1 7 2 5 896.0622 0.7737698 467.8700 1546.2255
## INFO [12:37:45.331] [bbotk] FREE 1 7 10 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 1 7 4 4 1002.7327 0.7700000 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 1 2 11 2 940.8340 0.7700000 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] BREAST 1 9 1 0 902.0000 0.7713708 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 1 7 4 5 902.0000 0.7700621 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 946.4355
## INFO [12:37:45.331] [bbotk] FREE 1 7 4 8 902.0000 0.7700000 467.8700 1052.7859
## INFO [12:37:45.331] [bbotk] FREE 1 4 4 9 902.0000 0.7700000 453.4935 1812.7554
## INFO [12:37:45.331] [bbotk] FREE 11 9 4 0 1002.7327 0.7700000 467.8700 1030.0000
## INFO [12:37:45.331] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:45.331] [bbotk] 30.51802 29.61000 30.18316 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 28.12256 29.61000 39.52326 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.65534 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 24.87894 30.24000 27.45930 27 NA
## INFO [12:37:45.331] [bbotk] 29.23116 29.61000 28.40336 25.92829 27 NA
## INFO [12:37:45.331] [bbotk] 29.48947 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 24.87701 29.61000 33.72570 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.65534 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 30.24000 27.36426 27 NA
## INFO [12:37:45.331] [bbotk] 34.79657 25.43181 29.99167 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 26.22124 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.65534 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 27.64449 26.37908 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 30.24000 26.85000 27 NA
## INFO [12:37:45.331] [bbotk] 29.24188 29.61000 30.24000 21.86016 27 NA
## INFO [12:37:45.331] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:45.331] [bbotk] 521 0.00 0.120156871 5 0.3103031
## INFO [12:37:45.331] [bbotk] 522 0.02 0.001376124 1 0.2007948
## INFO [12:37:45.331] [bbotk] 523 0.07 0.076159364 5 0.2622800
## INFO [12:37:45.331] [bbotk] 524 0.12 0.087309918 2 0.2838937
## INFO [12:37:45.331] [bbotk] 525 0.00 0.098494469 4 0.2950782
## INFO [12:37:45.331] [bbotk] 526 0.32 0.143292545 5 0.2810587
## INFO [12:37:45.331] [bbotk] 527 0.12 0.102459294 6 0.2312431
## INFO [12:37:45.331] [bbotk] 528 0.02 0.002090705 2 0.1993571
## INFO [12:37:45.331] [bbotk] 529 0.17 0.155899333 6 0.1753657
## INFO [12:37:45.331] [bbotk] 530 0.02 0.121466860 6 0.2275973
## INFO [12:37:45.331] [bbotk] 531 0.02 0.058823529 1 0.1994186
## INFO [12:37:45.331] [bbotk] 532 0.02 0.001694279 1 0.2011129
## INFO [12:37:45.331] [bbotk] 533 0.02 0.097106734 3 0.2283150
## INFO [12:37:45.331] [bbotk] 534 0.47 0.229968752 7 0.2371977
## INFO [12:37:45.331] [bbotk] 535 0.32 0.248658432 6 0.3213626
## INFO [12:37:45.331] [bbotk] 536 0.02 0.001704419 2 0.2011231
## INFO [12:37:45.331] [bbotk] 537 0.12 0.005046776 1 0.2044654
## INFO [12:37:45.331] [bbotk] 538 0.17 0.070656032 4 0.2108292
## INFO [12:37:45.331] [bbotk] 539 0.02 0.165810190 4 0.2795069
## INFO [12:37:45.331] [bbotk] 540 0.32 0.237274706 5 0.3618819
## INFO [12:37:45.695] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:45.891] [bbotk] Result of batch 28:
## INFO [12:37:45.898] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:45.898] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] BREAST 1 7 1 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 7 2 6 902.0000 0.7700000 467.8700 1228.898
## INFO [12:37:45.898] [bbotk] FREE 1 7 4 3 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 0 4 5 874.3527 0.7700000 467.8700 1563.225
## INFO [12:37:45.898] [bbotk] BREAST 1 7 10 5 962.8988 0.7700000 321.8989 1046.975
## INFO [12:37:45.898] [bbotk] FREE 1 7 2 5 978.5853 0.7829002 467.8700 1446.597
## INFO [12:37:45.898] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 3 4 5 1007.0670 0.7700000 703.4406 1319.119
## INFO [12:37:45.898] [bbotk] FREE 1 0 11 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FLY 6 7 4 3 902.0000 0.7666468 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 7 10 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 959.4586 1030.000
## INFO [12:37:45.898] [bbotk] BACK 1 0 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 7 4 5 902.0000 0.8043722 195.5698 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:45.898] [bbotk] FREE 7 7 4 1 1002.7327 0.7700000 778.4897 1030.000
## INFO [12:37:45.898] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.65534 29.61000 34.59742 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.42786 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.33547 29.61000 30.24000 22.01456 28 NA
## INFO [12:37:45.898] [bbotk] 26.59878 29.61000 40.24201 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 28.82393 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 33.08921 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 28.39861 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.65534 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 26.08034 30.31924 30.24000 30.08125 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 22.97402 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.65534 25.56320 26.40454 27.91587 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 30.42415 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 29.24188 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] 22.76855 29.61000 30.24000 26.85000 28 NA
## INFO [12:37:45.898] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:45.898] [bbotk] 541 0.07 0.000000000 0 0.1994186
## INFO [12:37:45.898] [bbotk] 542 0.22 0.144260259 5 0.1858819
## INFO [12:37:45.898] [bbotk] 543 0.00 0.059585663 2 0.2021334
## INFO [12:37:45.898] [bbotk] 544 0.22 0.154374453 5 0.2285133
## INFO [12:37:45.898] [bbotk] 545 0.27 0.100817138 3 0.2744974
## INFO [12:37:45.898] [bbotk] 546 0.22 0.110756800 4 0.2513519
## INFO [12:37:45.898] [bbotk] 547 0.12 0.158161806 6 0.2346882
## INFO [12:37:45.898] [bbotk] 548 0.00 0.118967091 5 0.2498907
## INFO [12:37:45.898] [bbotk] 549 0.02 0.001694279 1 0.2011129
## INFO [12:37:45.898] [bbotk] 550 0.12 0.067660415 4 0.2491202
## INFO [12:37:45.898] [bbotk] 551 0.00 0.128092517 4 0.2562221
## INFO [12:37:45.898] [bbotk] 552 0.17 0.179074370 4 0.2568866
## INFO [12:37:45.898] [bbotk] 553 0.32 0.177018503 4 0.3617282
## INFO [12:37:45.898] [bbotk] 554 0.02 0.058823529 1 0.1994186
## INFO [12:37:45.898] [bbotk] 555 0.27 0.123941553 6 0.2617297
## INFO [12:37:45.898] [bbotk] 556 0.17 0.135632005 3 0.2762271
## INFO [12:37:45.898] [bbotk] 557 0.07 0.022465712 2 0.2217866
## INFO [12:37:45.898] [bbotk] 558 0.02 0.058823529 1 0.1994186
## INFO [12:37:45.898] [bbotk] 559 0.07 0.000000000 0 0.1994186
## INFO [12:37:45.898] [bbotk] 560 0.12 0.199089254 5 0.3664680
## INFO [12:37:46.214] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:46.417] [bbotk] Result of batch 29:
## INFO [12:37:46.424] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:46.424] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 194.8620 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 7 9 5 1003.3004 0.7700000 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 7 12 9 861.0565 0.7777683 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] MEDLEY 6 6 7 5 908.7888 0.7700000 467.8700 1052.786
## INFO [12:37:46.424] [bbotk] BREAST 1 7 9 5 902.0000 0.7611056 467.8700 1173.736
## INFO [12:37:46.424] [bbotk] FREE 4 9 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 8 6 4 968.2067 0.7629657 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 7 2 5 908.7888 0.7700000 467.8700 1052.786
## INFO [12:37:46.424] [bbotk] BACK 1 4 4 4 971.2987 0.7700000 523.1742 1030.000
## INFO [12:37:46.424] [bbotk] BREAST 1 7 4 1 993.0299 0.7700000 894.6958 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 0 11 0 902.0000 0.7700000 467.8700 1136.708
## INFO [12:37:46.424] [bbotk] FREE 1 0 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 2 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 2 4 4 865.7061 0.7700000 467.8700 1207.390
## INFO [12:37:46.424] [bbotk] FREE 6 9 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] BACK 1 7 5 5 973.5126 0.7903158 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] FREE 1 7 4 5 1012.5394 0.7866478 467.8700 1030.000
## INFO [12:37:46.424] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:46.424] [bbotk] 29.65534 29.61000 30.24000 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 31.94519 29.61000 31.49754 24.05428 29 NA
## INFO [12:37:46.424] [bbotk] 33.50233 29.99567 30.24000 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 30.24000 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 24.78809 29.61000 40.19610 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 34.04369 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 27.34760 29.61000 30.15378 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.22265 29.61000 29.80416 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 23.85763 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 30.24000 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.64926 29.61000 28.50737 32.06148 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 30.24000 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 30.24000 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.65534 29.61000 30.24000 23.14791 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 29.05867 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.65534 29.61000 30.24000 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.27464 29.61000 35.35974 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 33.15789 29.61000 30.46008 21.56529 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 30.24000 26.85000 29 NA
## INFO [12:37:46.424] [bbotk] 29.24188 29.61000 35.13942 31.76128 29 NA
## INFO [12:37:46.424] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:46.424] [bbotk] 561 0.00 0.060517808 2 0.1732746
## INFO [12:37:46.424] [bbotk] 562 0.12 0.104780233 5 0.1955202
## INFO [12:37:46.424] [bbotk] 563 0.00 0.113674079 4 0.2514343
## INFO [12:37:46.424] [bbotk] 564 0.07 0.000000000 0 0.1994186
## INFO [12:37:46.424] [bbotk] 565 0.32 0.182695399 6 0.3152378
## INFO [12:37:46.424] [bbotk] 566 0.07 0.250926905 7 0.3215222
## INFO [12:37:46.424] [bbotk] 567 0.17 0.135812103 6 0.2632494
## INFO [12:37:46.424] [bbotk] 568 0.22 0.119083784 4 0.2578389
## INFO [12:37:46.424] [bbotk] 569 0.32 0.220966138 6 0.1848832
## INFO [12:37:46.424] [bbotk] 570 0.00 0.062605332 3 0.2003656
## INFO [12:37:46.424] [bbotk] 571 0.00 0.237740845 8 0.2627803
## INFO [12:37:46.424] [bbotk] 572 0.17 0.176315348 4 0.3436941
## INFO [12:37:46.424] [bbotk] 573 0.07 0.182915064 4 0.2570539
## INFO [12:37:46.424] [bbotk] 574 0.22 0.090489254 4 0.2263373
## INFO [12:37:46.424] [bbotk] 575 0.17 0.062504156 2 0.2602403
## INFO [12:37:46.424] [bbotk] 576 0.02 0.001694279 1 0.2011129
## INFO [12:37:46.424] [bbotk] 577 0.17 0.157306994 6 0.1995556
## INFO [12:37:46.424] [bbotk] 578 0.27 0.160972108 5 0.2996551
## INFO [12:37:46.424] [bbotk] 579 0.02 0.146307718 4 0.2252444
## INFO [12:37:46.424] [bbotk] 580 0.07 0.081869025 4 0.2543448
## INFO [12:37:46.825] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:47.023] [bbotk] Result of batch 30:
## INFO [12:37:47.033] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:47.033] [bbotk] FREE 1 7 4 5 908.7888 0.7700000 467.8700 1052.786
## INFO [12:37:47.033] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.033] [bbotk] BREAST 1 7 9 5 1015.2406 0.7700000 467.8700 1030.000
## INFO [12:37:47.033] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1050.815
## INFO [12:37:47.033] [bbotk] FREE 1 0 4 5 892.3472 0.7850662 971.6708 1029.923
## INFO [12:37:47.033] [bbotk] FREE 3 7 8 1 925.9981 0.7755924 352.5420 1030.000
## INFO [12:37:47.033] [bbotk] BACK 1 9 3 5 879.9726 0.7700000 467.8700 1058.369
## INFO [12:37:47.033] [bbotk] FREE 8 9 4 5 1000.9672 0.7700000 455.5859 1030.000
## INFO [12:37:47.033] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.033] [bbotk] MEDLEY 1 3 4 5 865.5793 0.7700000 126.7037 1030.000
## INFO [12:37:47.033] [bbotk] FLY 1 7 4 5 902.0000 0.7656387 916.7457 1030.000
## INFO [12:37:47.033] [bbotk] FLY 1 7 4 7 962.2162 0.7700000 142.5565 1030.000
## INFO [12:37:47.033] [bbotk] FREE 1 7 4 5 927.3378 0.7422112 467.8700 1030.000
## INFO [12:37:47.033] [bbotk] FREE 1 7 4 5 863.9937 0.7700000 467.8700 1047.933
## INFO [12:37:47.033] [bbotk] FREE 7 7 2 9 908.7888 0.7700000 467.8700 1030.000
## INFO [12:37:47.033] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.033] [bbotk] BACK 6 7 4 5 1002.7327 0.7910620 467.8700 1345.035
## INFO [12:37:47.033] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.033] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.033] [bbotk] FREE 11 7 6 3 886.5037 0.7700000 467.8700 1238.770
## INFO [12:37:47.033] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 30.24000 25.23624 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 25.30975 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 25.60439 29.61000 30.24000 31.90608 30 NA
## INFO [12:37:47.033] [bbotk] 23.32629 30.39389 28.09216 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 21.79091 29.61000 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 31.39464 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.65534 22.71517 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 30.24000 31.07988 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.42904 29.61000 30.24000 29.98968 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 30.33029 30.24000 31.66322 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 23.74589 29.61000 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 37.81021 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 29.20651 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.24188 29.61000 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 29.65534 29.61000 30.24000 26.85000 30 NA
## INFO [12:37:47.033] [bbotk] 34.43549 32.02010 30.24000 23.72506 30 NA
## INFO [12:37:47.033] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:47.033] [bbotk] 581 0.07 0.01190215 3 0.2065738
## INFO [12:37:47.033] [bbotk] 582 0.22 0.01667474 1 0.2149689
## INFO [12:37:47.033] [bbotk] 583 0.12 0.19812235 5 0.2874590
## INFO [12:37:47.033] [bbotk] 584 0.12 0.09405290 5 0.2016048
## INFO [12:37:47.033] [bbotk] 585 0.17 0.12641698 6 0.2666074
## INFO [12:37:47.033] [bbotk] 586 0.02 0.19662198 7 0.3245709
## INFO [12:37:47.033] [bbotk] 587 0.32 0.21441928 7 0.2950663
## INFO [12:37:47.033] [bbotk] 588 0.12 0.17476161 5 0.3028982
## INFO [12:37:47.033] [bbotk] 589 0.02 0.05882353 1 0.1994186
## INFO [12:37:47.033] [bbotk] 590 0.27 0.16822934 6 0.3018479
## INFO [12:37:47.033] [bbotk] 591 0.22 0.11432453 5 0.3123179
## INFO [12:37:47.033] [bbotk] 592 0.32 0.15911488 4 0.2776789
## INFO [12:37:47.033] [bbotk] 593 0.07 0.01351931 2 0.2010218
## INFO [12:37:47.033] [bbotk] 594 0.12 0.03707218 3 0.2360862
## INFO [12:37:47.033] [bbotk] 595 0.07 0.20246240 5 0.3314503
## INFO [12:37:47.033] [bbotk] 596 0.02 0.05882353 1 0.1994186
## INFO [12:37:47.033] [bbotk] 597 0.00 0.17903018 6 0.3401194
## INFO [12:37:47.033] [bbotk] 598 0.07 0.00000000 0 0.1994186
## INFO [12:37:47.033] [bbotk] 599 0.00 0.06051781 2 0.1732746
## INFO [12:37:47.033] [bbotk] 600 0.32 0.24092254 8 0.3461333
## INFO [12:37:47.364] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:47.570] [bbotk] Result of batch 31:
## INFO [12:37:47.578] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:47.578] [bbotk] FREE 1 5 4 5 887.3508 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 9 7 2 2 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1052.786
## INFO [12:37:47.578] [bbotk] FREE 1 7 1 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 1 7 6 8 883.5576 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] BACK 1 4 9 5 1012.2414 0.7759145 346.1082 1030.000
## INFO [12:37:47.578] [bbotk] FREE 1 7 4 5 961.9503 0.7700000 467.8700 1027.255
## INFO [12:37:47.578] [bbotk] FREE 1 5 2 9 911.7739 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 12 7 8 8 903.7396 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 1 7 4 5 980.9987 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1035.789
## INFO [12:37:47.578] [bbotk] FREE 1 7 7 5 902.0000 0.7700000 467.8700 1605.706
## INFO [12:37:47.578] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1052.786
## INFO [12:37:47.578] [bbotk] FREE 1 3 4 1 926.6870 0.7700000 224.3024 1741.276
## INFO [12:37:47.578] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.8700 1133.175
## INFO [12:37:47.578] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:47.578] [bbotk] FREE 10 5 4 5 923.1438 0.7700000 238.8238 1030.000
## INFO [12:37:47.578] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:47.578] [bbotk] 29.34631 29.61000 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.67947 29.61000 22.40407 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 30.24000 32.41592 31 NA
## INFO [12:37:47.578] [bbotk] 29.65534 29.61000 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 25.99281 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 35.47973 29.61000 29.53328 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 21.98857 26.95287 30.24000 28.98823 31 NA
## INFO [12:37:47.578] [bbotk] 29.65534 29.61000 30.24000 21.41784 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 21.78693 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 35.50727 29.61000 37.92548 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 34.77302 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 29.99167 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 30.09386 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.24188 29.61000 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.65534 29.61000 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] 29.27464 33.25590 30.24000 26.85000 31 NA
## INFO [12:37:47.578] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:47.578] [bbotk] 601 0.02 0.0644425496 3 0.1797320
## INFO [12:37:47.578] [bbotk] 602 0.32 0.2026777880 5 0.2760957
## INFO [12:37:47.578] [bbotk] 603 0.00 0.0601996539 2 0.2007948
## INFO [12:37:47.578] [bbotk] 604 0.07 0.0868309542 2 0.2274261
## INFO [12:37:47.578] [bbotk] 605 0.02 0.0016942785 1 0.2011129
## INFO [12:37:47.578] [bbotk] 606 0.37 0.1382083998 4 0.2159509
## INFO [12:37:47.578] [bbotk] 607 0.12 0.2517995665 8 0.3244154
## INFO [12:37:47.578] [bbotk] 608 0.22 0.0721949124 5 0.2617895
## INFO [12:37:47.578] [bbotk] 609 0.17 0.2089627149 6 0.2252256
## INFO [12:37:47.578] [bbotk] 610 0.02 0.0356954924 1 0.2322793
## INFO [12:37:47.578] [bbotk] 611 0.22 0.2034238615 5 0.2847735
## INFO [12:37:47.578] [bbotk] 612 0.17 0.0776133340 3 0.2599412
## INFO [12:37:47.578] [bbotk] 613 0.07 0.0003496245 1 0.1997683
## INFO [12:37:47.578] [bbotk] 614 0.00 0.1077158984 3 0.2483110
## INFO [12:37:47.578] [bbotk] 615 0.00 0.0601996539 2 0.2007948
## INFO [12:37:47.578] [bbotk] 616 0.02 0.1851968611 6 0.2527748
## INFO [12:37:47.578] [bbotk] 617 0.27 0.0669308409 3 0.1487024
## INFO [12:37:47.578] [bbotk] 618 0.02 0.0588235294 1 0.1994186
## INFO [12:37:47.578] [bbotk] 619 0.00 0.0373897710 2 0.2339735
## INFO [12:37:47.578] [bbotk] 620 0.17 0.1535841053 6 0.2396634
## INFO [12:37:47.868] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:48.100] [bbotk] Result of batch 32:
## INFO [12:37:48.109] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:48.109] [bbotk] FREE 4 7 4 5 967.7064 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 950.6457 1447.782
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 911.3189 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 2 5 902.0000 0.7740474 467.8700 1052.786
## INFO [12:37:48.109] [bbotk] FREE 1 6 9 5 917.5507 0.7700000 556.3088 1052.786
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 6 4 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 950.2981 0.7788675 368.4511 1057.294
## INFO [12:37:48.109] [bbotk] MEDLEY 6 7 9 4 857.8932 0.7700000 813.8924 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 1008.4205 0.7680363 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FLY 1 7 4 5 902.0000 0.7700000 467.8700 1523.507
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1057.294
## INFO [12:37:48.109] [bbotk] MEDLEY 1 7 10 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 10 7 5 5 989.5455 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 4 923.1438 0.7700000 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] FREE 1 7 4 7 902.0000 0.7839565 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] BACK 1 7 1 7 902.0000 0.7536382 467.8700 1030.000
## INFO [12:37:48.109] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:48.109] [bbotk] 29.65534 29.61000 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 29.61000 30.24000 32.71466 32 NA
## INFO [12:37:48.109] [bbotk] 32.34780 28.75121 30.24000 30.58888 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 27.15576 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 29.61000 30.24000 32.35921 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 29.61000 32.30999 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 29.61000 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.65534 29.61000 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.65534 29.61000 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 29.61000 29.99167 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 31.99676 29.61000 36.31405 31.82298 32 NA
## INFO [12:37:48.109] [bbotk] 29.41633 29.61000 35.05161 26.31038 32 NA
## INFO [12:37:48.109] [bbotk] 29.70321 29.61000 30.24000 25.37389 32 NA
## INFO [12:37:48.109] [bbotk] 29.65534 29.61000 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 29.61000 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.41784 27.56700 30.24000 28.03296 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 29.61000 29.73517 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.27464 29.61000 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 23.79025 30.24000 26.85000 32 NA
## INFO [12:37:48.109] [bbotk] 29.24188 29.61000 30.10956 22.00728 32 NA
## INFO [12:37:48.109] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:48.109] [bbotk] 621 0.00 0.083801448 3 0.2803852
## INFO [12:37:48.109] [bbotk] 622 0.02 0.084615220 3 0.2795009
## INFO [12:37:48.109] [bbotk] 623 0.07 0.070566791 4 0.2399577
## INFO [12:37:48.109] [bbotk] 624 0.22 0.012818878 2 0.2082781
## INFO [12:37:48.109] [bbotk] 625 0.00 0.088583072 4 0.2291782
## INFO [12:37:48.109] [bbotk] 626 0.07 0.136455451 6 0.2070507
## INFO [12:37:48.109] [bbotk] 627 0.02 0.011342702 1 0.2079265
## INFO [12:37:48.109] [bbotk] 628 0.02 0.001694279 1 0.2011129
## INFO [12:37:48.109] [bbotk] 629 0.17 0.119341337 3 0.1934802
## INFO [12:37:48.109] [bbotk] 630 0.00 0.027137726 5 0.2220763
## INFO [12:37:48.109] [bbotk] 631 0.02 0.327572160 9 0.3831512
## INFO [12:37:48.109] [bbotk] 632 0.00 0.056453388 5 0.2504833
## INFO [12:37:48.109] [bbotk] 633 0.12 0.097946485 4 0.2605018
## INFO [12:37:48.109] [bbotk] 634 0.02 0.001694279 1 0.2011129
## INFO [12:37:48.109] [bbotk] 635 0.02 0.001648398 1 0.2010670
## INFO [12:37:48.109] [bbotk] 636 0.12 0.132242671 5 0.2717133
## INFO [12:37:48.109] [bbotk] 637 0.02 0.150242427 4 0.2274967
## INFO [12:37:48.109] [bbotk] 638 0.00 0.066450285 3 0.1976586
## INFO [12:37:48.109] [bbotk] 639 0.32 0.083670783 3 0.2638195
## INFO [12:37:48.109] [bbotk] 640 0.37 0.203918814 6 0.2619435
## INFO [12:37:48.424] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:48.646] [bbotk] Result of batch 33:
## INFO [12:37:48.653] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:48.653] [bbotk] FREE 1 7 4 5 902.0000 0.8056601 737.39388 1030.000
## INFO [12:37:48.653] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] FREE 4 5 4 5 1002.7327 0.7700000 898.26799 1030.000
## INFO [12:37:48.653] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] BACK 1 1 4 2 907.5196 0.7700000 932.97515 1030.000
## INFO [12:37:48.653] [bbotk] FREE 1 7 4 9 949.7985 0.7845384 376.46540 1030.000
## INFO [12:37:48.653] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.87000 1065.849
## INFO [12:37:48.653] [bbotk] FREE 1 7 6 0 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] FREE 4 7 4 0 902.0000 0.7700000 85.56912 1030.000
## INFO [12:37:48.653] [bbotk] FREE 1 7 4 5 1002.7327 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] FREE 1 7 4 5 944.1775 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] FREE 1 7 4 5 940.8340 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] FLY 11 9 3 0 902.0000 0.7700000 104.11502 1437.448
## INFO [12:37:48.653] [bbotk] FREE 2 7 7 5 902.0000 0.7768943 688.27541 1030.000
## INFO [12:37:48.653] [bbotk] FREE 1 7 2 5 902.0000 0.7710171 453.86445 1030.000
## INFO [12:37:48.653] [bbotk] FREE 12 7 1 5 860.0828 0.7700000 467.87000 1052.786
## INFO [12:37:48.653] [bbotk] FREE 3 7 12 5 902.0000 0.7700000 769.16945 1052.786
## INFO [12:37:48.653] [bbotk] FREE 1 7 4 4 923.1438 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] FLY 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:48.653] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 35.70469 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 27.22678 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.88794 29.61000 37.75379 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 30.24000 29.07932 33 NA
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 31.49162 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.21730 29.61000 29.97753 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.65534 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 30.24000 21.71448 33 NA
## INFO [12:37:48.653] [bbotk] 29.65534 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 30.24000 23.42096 33 NA
## INFO [12:37:48.653] [bbotk] 24.13731 29.61000 21.97252 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.24188 29.61000 30.01490 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 24.04922 36.50593 30.24000 21.79014 33 NA
## INFO [12:37:48.653] [bbotk] 28.38321 21.37293 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.27464 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] 29.65534 29.61000 30.24000 26.85000 33 NA
## INFO [12:37:48.653] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:48.653] [bbotk] 641 0.12 0.03953042 3 0.2389491
## INFO [12:37:48.653] [bbotk] 642 0.07 0.06708092 2 0.2660949
## INFO [12:37:48.653] [bbotk] 643 0.02 0.02605781 2 0.2254764
## INFO [12:37:48.653] [bbotk] 644 0.00 0.19119247 5 0.2579784
## INFO [12:37:48.653] [bbotk] 645 0.02 0.05882353 1 0.1994186
## INFO [12:37:48.653] [bbotk] 646 0.32 0.20720620 5 0.2782701
## INFO [12:37:48.653] [bbotk] 647 0.07 0.09301175 5 0.2417755
## INFO [12:37:48.653] [bbotk] 648 0.00 0.01524324 4 0.2099900
## INFO [12:37:48.653] [bbotk] 649 0.07 0.15503683 4 0.2471251
## INFO [12:37:48.653] [bbotk] 650 0.27 0.16714470 4 0.3518544
## INFO [12:37:48.653] [bbotk] 651 0.00 0.03738977 2 0.2339735
## INFO [12:37:48.653] [bbotk] 652 0.02 0.01494596 1 0.2115297
## INFO [12:37:48.653] [bbotk] 653 0.02 0.01376115 1 0.2103449
## INFO [12:37:48.653] [bbotk] 654 0.32 0.35848813 8 0.3701154
## INFO [12:37:48.653] [bbotk] 655 0.22 0.17908776 6 0.3175958
## INFO [12:37:48.653] [bbotk] 656 0.02 0.06055768 4 0.1996524
## INFO [12:37:48.653] [bbotk] 657 0.32 0.20735602 7 0.3456343
## INFO [12:37:48.653] [bbotk] 658 0.17 0.17312578 6 0.3121917
## INFO [12:37:48.653] [bbotk] 659 0.00 0.06645028 3 0.1976586
## INFO [12:37:48.653] [bbotk] 660 0.12 0.06051781 2 0.2599364
## INFO [12:37:48.954] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:49.191] [bbotk] Result of batch 34:
## INFO [12:37:49.199] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:49.199] [bbotk] FREE 2 7 9 5 902.0000 0.7700000 523.5198 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 2 6 2 5 908.7888 0.7809587 300.5073 1052.7859
## INFO [12:37:49.199] [bbotk] FREE 1 7 1 5 906.7376 0.7700000 467.8700 1494.3857
## INFO [12:37:49.199] [bbotk] FREE 2 5 2 9 937.7651 0.7700000 907.9112 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 1 6 4 5 997.4130 0.7362397 467.8700 1802.9305
## INFO [12:37:49.199] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 1 7 10 4 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 1 2 4 5 1012.0404 0.7641957 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 1 7 4 5 914.7717 0.7700000 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] BREAST 1 7 4 5 1016.2468 0.7700000 887.4731 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1050.1808
## INFO [12:37:49.199] [bbotk] FREE 1 7 4 5 898.5419 0.7700000 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] BREAST 1 3 4 5 912.6356 0.7864411 712.0715 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 1 7 10 9 1002.7327 0.7700000 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] MEDLEY 1 4 9 5 902.0000 0.7700000 467.8700 1897.4054
## INFO [12:37:49.199] [bbotk] FREE 1 7 4 5 979.6889 0.7671916 235.4069 971.2243
## INFO [12:37:49.199] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 8 9 1 1 1003.5358 0.7700000 467.8700 1030.0000
## INFO [12:37:49.199] [bbotk] FREE 1 7 2 5 902.0000 0.7886202 467.8700 1028.6768
## INFO [12:37:49.199] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:49.199] [bbotk] 26.74229 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 22.94241 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.24188 32.84108 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 34.54638 24.46559 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.65534 24.95790 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.65534 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.11072 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.66038 29.61000 30.83404 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.29291 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.60277 31.37051 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.24188 29.61000 30.17514 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.24188 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.24188 33.25627 29.99167 28.23150 34 NA
## INFO [12:37:49.199] [bbotk] 30.90210 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.65534 23.12693 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.24188 25.58339 30.24000 29.11204 34 NA
## INFO [12:37:49.199] [bbotk] 33.43484 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.41784 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] 29.24188 36.26409 30.24000 25.61986 34 NA
## INFO [12:37:49.199] [bbotk] 29.56797 29.61000 30.24000 26.85000 34 NA
## INFO [12:37:49.199] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:49.199] [bbotk] 661 0.02 0.131333259 4 0.2715237
## INFO [12:37:49.199] [bbotk] 662 0.12 0.218212835 8 0.2882866
## INFO [12:37:49.199] [bbotk] 663 0.12 0.101077230 4 0.2230989
## INFO [12:37:49.199] [bbotk] 664 0.27 0.316881331 8 0.3280384
## INFO [12:37:49.199] [bbotk] 665 0.17 0.164563870 6 0.2827440
## INFO [12:37:49.199] [bbotk] 666 0.02 0.001694279 1 0.2011129
## INFO [12:37:49.199] [bbotk] 667 0.00 0.118184493 3 0.2008338
## INFO [12:37:49.199] [bbotk] 668 0.12 0.102331451 5 0.1793713
## INFO [12:37:49.199] [bbotk] 669 0.02 0.004734899 2 0.2013187
## INFO [12:37:49.199] [bbotk] 670 0.07 0.133577429 5 0.2901859
## INFO [12:37:49.199] [bbotk] 671 0.02 0.060244401 3 0.2004354
## INFO [12:37:49.199] [bbotk] 672 0.07 0.001225402 1 0.2006440
## INFO [12:37:49.199] [bbotk] 673 0.32 0.161077215 8 0.2876593
## INFO [12:37:49.199] [bbotk] 674 0.02 0.160145758 4 0.2882753
## INFO [12:37:49.199] [bbotk] 675 0.22 0.255689649 6 0.3275435
## INFO [12:37:49.199] [bbotk] 676 0.27 0.072918761 6 0.2612672
## INFO [12:37:49.199] [bbotk] 677 0.07 0.017181822 1 0.2166005
## INFO [12:37:49.199] [bbotk] 678 0.02 0.000721059 1 0.2001397
## INFO [12:37:49.199] [bbotk] 679 0.22 0.303266242 7 0.3690499
## INFO [12:37:49.199] [bbotk] 680 0.00 0.063282232 4 0.2038773
## INFO [12:37:49.492] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:49.705] [bbotk] Result of batch 35:
## INFO [12:37:49.723] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 902.0000 0.7788675 368.4511 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 1015.5780 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1062.237
## INFO [12:37:49.723] [bbotk] BACK 1 7 10 5 925.5272 0.7421580 467.8700 1029.091
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 1006.7046 0.7700000 467.8700 1122.090
## INFO [12:37:49.723] [bbotk] FREE 1 5 4 5 950.2981 0.7913293 467.8700 1057.294
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 923.1438 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 1 5 916.8118 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] BACK 1 7 4 3 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 1000.9672 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 8 902.0000 0.7700000 626.6589 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] FLY 1 7 4 5 902.0000 0.7866399 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 942.0767 0.7700000 467.8700 1029.250
## INFO [12:37:49.723] [bbotk] MEDLEY 4 2 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] BACK 11 6 4 5 902.0000 0.7781042 467.8700 1683.533
## INFO [12:37:49.723] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1052.786
## INFO [12:37:49.723] [bbotk] BREAST 1 7 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:49.723] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:49.723] [bbotk] 29.24188 29.61000 29.99167 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 26.69572 29.61000 36.33941 23.02232 35 NA
## INFO [12:37:49.723] [bbotk] 29.24188 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.74244 29.61000 36.73814 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.78110 29.61000 33.82726 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.24188 31.95572 30.63484 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.27464 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.24188 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 31.13504 29.61000 30.24000 27.31403 35 NA
## INFO [12:37:49.723] [bbotk] 29.41784 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 31.53278 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.65534 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.24188 34.99861 35.34539 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.24188 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.24188 29.61000 26.91009 26.85351 35 NA
## INFO [12:37:49.723] [bbotk] 29.24188 29.61000 30.16527 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.65534 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.65534 33.06222 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 29.24188 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] 33.51843 29.61000 30.24000 26.85000 35 NA
## INFO [12:37:49.723] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:49.723] [bbotk] 681 0.07 0.008374474 3 0.2061479
## INFO [12:37:49.723] [bbotk] 682 0.17 0.088945281 4 0.2832123
## INFO [12:37:49.723] [bbotk] 683 0.00 0.060770444 2 0.2033182
## INFO [12:37:49.723] [bbotk] 684 0.00 0.152885519 7 0.2815471
## INFO [12:37:49.723] [bbotk] 685 0.00 0.056050924 4 0.2410202
## INFO [12:37:49.723] [bbotk] 686 0.00 0.091397965 6 0.1610267
## INFO [12:37:49.723] [bbotk] 687 0.02 0.007626755 2 0.2042105
## INFO [12:37:49.723] [bbotk] 688 0.07 0.000000000 0 0.1994186
## INFO [12:37:49.723] [bbotk] 689 0.07 0.074164955 4 0.2119252
## INFO [12:37:49.723] [bbotk] 690 0.00 0.059544588 2 0.2001397
## INFO [12:37:49.723] [bbotk] 691 0.17 0.127034675 3 0.2929691
## INFO [12:37:49.723] [bbotk] 692 0.00 0.036764148 2 0.2333479
## INFO [12:37:49.723] [bbotk] 693 0.32 0.105450660 4 0.2476088
## INFO [12:37:49.723] [bbotk] 694 0.07 0.000000000 0 0.1994186
## INFO [12:37:49.723] [bbotk] 695 0.27 0.071934960 4 0.2696711
## INFO [12:37:49.723] [bbotk] 696 0.02 0.014479636 3 0.2105977
## INFO [12:37:49.723] [bbotk] 697 0.22 0.178164867 4 0.2599364
## INFO [12:37:49.723] [bbotk] 698 0.22 0.232344813 7 0.3586154
## INFO [12:37:49.723] [bbotk] 699 0.02 0.001376124 1 0.2007948
## INFO [12:37:49.723] [bbotk] 700 0.17 0.135171414 3 0.2777192
## INFO [12:37:50.016] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:50.217] [bbotk] Result of batch 36:
## INFO [12:37:50.225] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:50.225] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 1 7 4 6 902.0000 0.7759886 467.8700 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 1 7 4 8 950.2981 0.7933844 598.0993 1030.0000
## INFO [12:37:50.225] [bbotk] FLY 1 7 4 5 902.0000 0.7700000 361.7755 949.0873
## INFO [12:37:50.225] [bbotk] FREE 4 5 4 1 902.0000 0.7700000 332.0951 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 4 7 4 5 893.3102 0.7700000 209.6234 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 1 7 4 7 959.1743 0.7700000 735.4099 1438.5369
## INFO [12:37:50.225] [bbotk] BREAST 1 7 1 5 1006.0000 0.7625746 467.8700 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 249.7276 1878.2458
## INFO [12:37:50.225] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 963.7201 1526.0855
## INFO [12:37:50.225] [bbotk] FREE 1 7 2 5 923.1438 0.7700000 467.8700 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 3 7 2 5 902.0000 0.8172752 390.5421 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1052.7859
## INFO [12:37:50.225] [bbotk] FREE 1 7 2 5 858.6222 0.7700000 921.5020 1077.1550
## INFO [12:37:50.225] [bbotk] FREE 1 7 4 5 902.0000 0.7742013 467.8700 1858.1429
## INFO [12:37:50.225] [bbotk] MEDLEY 9 6 4 5 902.0000 0.7812362 763.9248 1570.2225
## INFO [12:37:50.225] [bbotk] FREE 1 5 4 5 943.0635 0.7483574 467.8700 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:50.225] [bbotk] MEDLEY 1 7 4 5 913.3074 0.7700000 467.8700 1030.0000
## INFO [12:37:50.225] [bbotk] FREE 1 7 4 8 948.4483 0.7652309 470.5461 1026.7438
## INFO [12:37:50.225] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:50.225] [bbotk] 29.65534 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.24188 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.24188 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.24188 29.61000 34.83925 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 27.13561 22.79034 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 31.05758 26.78007 30.24000 24.18670 36 NA
## INFO [12:37:50.225] [bbotk] 34.53478 29.61000 30.24000 27.69554 36 NA
## INFO [12:37:50.225] [bbotk] 23.03494 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.62046 29.61000 30.24000 29.01647 36 NA
## INFO [12:37:50.225] [bbotk] 29.44069 29.61000 23.90495 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.27464 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.24188 30.32660 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.24188 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 27.03983 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 21.69749 29.61000 26.78719 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.24188 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.24188 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 29.24188 29.61000 30.24000 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 34.64751 29.61000 29.97416 26.85000 36 NA
## INFO [12:37:50.225] [bbotk] 22.21416 29.61000 34.69148 33.05215 36 NA
## INFO [12:37:50.225] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:50.225] [bbotk] 701 0.00 0.060517808 2 0.1732746
## INFO [12:37:50.225] [bbotk] 702 0.17 0.059802064 2 0.1837311
## INFO [12:37:50.225] [bbotk] 703 0.12 0.087817667 4 0.2299758
## INFO [12:37:50.225] [bbotk] 704 0.22 0.084604703 4 0.2839256
## INFO [12:37:50.225] [bbotk] 705 0.22 0.219947117 6 0.2995374
## INFO [12:37:50.225] [bbotk] 706 0.27 0.109697882 6 0.3059821
## INFO [12:37:50.225] [bbotk] 707 0.12 0.146255409 6 0.2756845
## INFO [12:37:50.225] [bbotk] 708 0.17 0.181148264 5 0.2342939
## INFO [12:37:50.225] [bbotk] 709 0.02 0.136003409 5 0.2069132
## INFO [12:37:50.225] [bbotk] 710 0.37 0.140018642 5 0.2201078
## INFO [12:37:50.225] [bbotk] 711 0.00 0.066450285 3 0.2042105
## INFO [12:37:50.225] [bbotk] 712 0.07 0.132935350 5 0.2734327
## INFO [12:37:50.225] [bbotk] 713 0.02 0.001376124 1 0.2007948
## INFO [12:37:50.225] [bbotk] 714 0.12 0.114135944 5 0.2543264
## INFO [12:37:50.225] [bbotk] 715 0.17 0.092374078 4 0.2646774
## INFO [12:37:50.225] [bbotk] 716 0.12 0.229251873 6 0.3622143
## INFO [12:37:50.225] [bbotk] 717 0.00 0.076911098 3 0.1703775
## INFO [12:37:50.225] [bbotk] 718 0.02 0.058823529 1 0.1994186
## INFO [12:37:50.225] [bbotk] 719 0.12 0.085809717 4 0.2678967
## INFO [12:37:50.225] [bbotk] 720 0.17 0.150300599 8 0.2826132
## INFO [12:37:50.585] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:50.780] [bbotk] Result of batch 37:
## INFO [12:37:50.789] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:50.789] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:50.789] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1816.606
## INFO [12:37:50.789] [bbotk] FREE 1 7 2 5 902.0000 0.7773017 258.0079 1009.099
## INFO [12:37:50.789] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:50.789] [bbotk] FREE 1 2 4 3 902.0000 0.7700000 840.0099 1030.000
## INFO [12:37:50.789] [bbotk] FREE 1 7 4 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:50.789] [bbotk] FREE 1 7 4 5 902.0000 0.7912673 467.8700 1030.000
## INFO [12:37:50.789] [bbotk] FREE 1 5 4 5 902.4318 0.7700000 467.8700 1030.000
## INFO [12:37:50.789] [bbotk] FREE 1 7 11 5 1002.7327 0.7499104 655.9098 1702.353
## INFO [12:37:50.789] [bbotk] FREE 1 5 4 5 902.0000 0.8031590 110.0823 1030.000
## INFO [12:37:50.789] [bbotk] FREE 1 8 9 4 968.2926 0.7700000 467.8700 1857.970
## INFO [12:37:50.789] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.8700 1065.849
## INFO [12:37:50.789] [bbotk] FREE 1 7 12 7 902.0000 0.7485601 467.8700 1098.080
## INFO [12:37:50.789] [bbotk] FLY 1 7 4 5 955.8073 0.7700000 136.8518 1032.233
## INFO [12:37:50.789] [bbotk] MEDLEY 1 7 8 5 902.0000 0.7899750 532.1851 1030.000
## INFO [12:37:50.789] [bbotk] FREE 1 7 4 5 902.0000 0.7558144 467.8700 1059.857
## INFO [12:37:50.789] [bbotk] FREE 1 7 4 5 983.8577 0.8005499 467.8700 1031.441
## INFO [12:37:50.789] [bbotk] BREAST 1 8 4 6 940.8340 0.7700000 763.5721 1057.294
## INFO [12:37:50.789] [bbotk] FREE 1 7 3 0 950.2981 0.7700000 312.4735 1057.294
## INFO [12:37:50.789] [bbotk] FREE 11 7 8 3 902.0000 0.7635115 405.6749 1030.000
## INFO [12:37:50.789] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:50.789] [bbotk] 29.62194 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 29.61000 29.59075 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 33.77289 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.65534 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 25.27839 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.40573 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 29.61000 30.55757 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.65534 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.27464 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.21730 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.27022 32.18011 25.02130 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 29.61000 37.46458 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 28.06008 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 29.61000 30.24000 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 36.34499 29.99167 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 23.73093 29.99167 26.85 37 NA
## INFO [12:37:50.789] [bbotk] 29.24188 29.61000 36.91777 26.85 37 NA
## INFO [12:37:50.789] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:50.789] [bbotk] 721 0.00 0.060380935 2 0.1734115
## INFO [12:37:50.789] [bbotk] 722 0.00 0.108352466 3 0.2052802
## INFO [12:37:50.789] [bbotk] 723 0.27 0.090406838 5 0.2309042
## INFO [12:37:50.789] [bbotk] 724 0.02 0.001694279 1 0.2011129
## INFO [12:37:50.789] [bbotk] 725 0.27 0.156915743 4 0.2382827
## INFO [12:37:50.789] [bbotk] 726 0.17 0.058823529 1 0.2435332
## INFO [12:37:50.789] [bbotk] 727 0.07 0.003475053 1 0.2028937
## INFO [12:37:50.789] [bbotk] 728 0.00 0.059648002 3 0.1741444
## INFO [12:37:50.789] [bbotk] 729 0.00 0.151032483 6 0.2822275
## INFO [12:37:50.789] [bbotk] 730 0.00 0.088075061 4 0.1975639
## INFO [12:37:50.789] [bbotk] 731 0.02 0.250100453 6 0.2636617
## INFO [12:37:50.789] [bbotk] 732 0.00 0.014425467 3 0.2108078
## INFO [12:37:50.789] [bbotk] 733 0.17 0.151603646 7 0.2737584
## INFO [12:37:50.789] [bbotk] 734 0.12 0.121017448 5 0.2906388
## INFO [12:37:50.789] [bbotk] 735 0.17 0.130900615 5 0.2703712
## INFO [12:37:50.789] [bbotk] 736 0.02 0.004121101 2 0.1989039
## INFO [12:37:50.789] [bbotk] 737 0.02 0.034085777 3 0.2306695
## INFO [12:37:50.789] [bbotk] 738 0.32 0.237067009 8 0.3061149
## INFO [12:37:50.789] [bbotk] 739 0.12 0.169596429 7 0.2905009
## INFO [12:37:50.789] [bbotk] 740 0.17 0.202184917 6 0.3329254
## INFO [12:37:51.099] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:51.299] [bbotk] Result of batch 38:
## INFO [12:37:51.308] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:51.308] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] FREE 3 7 1 5 986.1005 0.7862668 467.8700 1136.6732
## INFO [12:37:51.308] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] FREE 2 5 2 5 916.1220 0.7700000 423.6763 1850.3870
## INFO [12:37:51.308] [bbotk] FREE 1 7 4 5 950.6232 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] FREE 1 6 4 5 930.1840 0.7700000 815.2969 1030.0000
## INFO [12:37:51.308] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] MEDLEY 4 7 6 5 966.6359 0.7700000 467.8700 1103.0653
## INFO [12:37:51.308] [bbotk] FREE 1 5 2 5 923.1728 0.7700000 467.8700 1571.1349
## INFO [12:37:51.308] [bbotk] FREE 1 7 4 5 933.7842 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] BREAST 1 7 4 5 858.6321 0.7587548 464.9998 1688.7467
## INFO [12:37:51.308] [bbotk] FREE 9 7 4 7 940.8340 0.7700000 467.8700 949.2115
## INFO [12:37:51.308] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1065.8487
## INFO [12:37:51.308] [bbotk] FREE 1 5 8 8 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] FLY 11 7 4 5 937.7792 0.7700000 388.4399 1541.9906
## INFO [12:37:51.308] [bbotk] MEDLEY 7 3 4 5 902.0000 0.7700000 440.9522 1030.0000
## INFO [12:37:51.308] [bbotk] BREAST 1 7 2 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:51.308] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:51.308] [bbotk] 29.41784 29.61000 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 24.05536 29.61000 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 29.65534 29.61000 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 27.44531 29.61000 34.24996 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 29.24188 29.30690 30.95270 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 29.24940 29.61000 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 29.24188 29.61000 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 26.12889 26.24786 30.24000 23.51440 38 NA
## INFO [12:37:51.308] [bbotk] 29.24188 22.87563 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 29.24188 29.12565 29.81270 23.77153 38 NA
## INFO [12:37:51.308] [bbotk] 29.24188 29.61000 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 28.71229 30.02226 30.86707 27.46791 38 NA
## INFO [12:37:51.308] [bbotk] 29.24188 23.01247 30.24000 31.73038 38 NA
## INFO [12:37:51.308] [bbotk] 29.24188 31.56673 30.24000 22.41831 38 NA
## INFO [12:37:51.308] [bbotk] 29.65534 29.61000 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 29.24188 29.61000 40.10052 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 33.73554 22.33760 32.65047 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 25.27288 29.61000 37.57984 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] 32.44690 29.61000 30.24000 31.70061 38 NA
## INFO [12:37:51.308] [bbotk] 29.55554 29.61000 30.24000 26.85000 38 NA
## INFO [12:37:51.308] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:51.308] [bbotk] 741 0.02 0.000721059 1 0.2001397
## INFO [12:37:51.308] [bbotk] 742 0.07 0.177802332 6 0.3151579
## INFO [12:37:51.308] [bbotk] 743 0.02 0.001694279 1 0.2011129
## INFO [12:37:51.308] [bbotk] 744 0.07 0.253611258 8 0.3100900
## INFO [12:37:51.308] [bbotk] 745 0.02 0.020625911 3 0.2160852
## INFO [12:37:51.308] [bbotk] 746 0.17 0.090339646 4 0.2197584
## INFO [12:37:51.308] [bbotk] 747 0.02 0.058823529 1 0.1749689
## INFO [12:37:51.308] [bbotk] 748 0.32 0.246365521 8 0.3686197
## INFO [12:37:51.308] [bbotk] 749 0.12 0.183944360 5 0.2358077
## INFO [12:37:51.308] [bbotk] 750 0.27 0.029963176 4 0.2218278
## INFO [12:37:51.308] [bbotk] 751 0.22 0.115990557 5 0.2389211
## INFO [12:37:51.308] [bbotk] 752 0.22 0.145119062 8 0.3037486
## INFO [12:37:51.308] [bbotk] 753 0.17 0.052305618 3 0.2505997
## INFO [12:37:51.308] [bbotk] 754 0.12 0.206358133 5 0.2295480
## INFO [12:37:51.308] [bbotk] 755 0.02 0.001694279 1 0.2011129
## INFO [12:37:51.308] [bbotk] 756 0.17 0.089545488 2 0.2889641
## INFO [12:37:51.308] [bbotk] 757 0.27 0.220285555 8 0.3484845
## INFO [12:37:51.308] [bbotk] 758 0.12 0.217268649 6 0.3501394
## INFO [12:37:51.308] [bbotk] 759 0.17 0.155188585 4 0.2482256
## INFO [12:37:51.308] [bbotk] 760 0.00 0.060108858 2 0.1736836
## INFO [12:37:51.667] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:51.861] [bbotk] Result of batch 39:
## INFO [12:37:51.870] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:51.870] [bbotk] FREE 10 7 10 6 902.0000 0.7781641 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 5 4 5 911.2479 0.7700000 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 4 5 1018.0549 0.7996670 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 3 5 974.5558 0.7700000 467.8700 1057.294
## INFO [12:37:51.870] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 169.7352 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 4 5 980.6198 0.7700000 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 3 5 4 5 966.8472 0.7677776 149.9021 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 4 5 912.2915 0.7700000 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 4 5 917.9918 0.7700000 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.8700 1065.849
## INFO [12:37:51.870] [bbotk] FREE 9 7 4 5 902.0000 0.7700000 467.8700 1666.867
## INFO [12:37:51.870] [bbotk] FREE 11 0 4 5 994.0712 0.7700000 467.8700 1608.348
## INFO [12:37:51.870] [bbotk] FREE 1 7 11 6 919.1483 0.7700000 467.8700 1743.731
## INFO [12:37:51.870] [bbotk] FREE 1 5 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 3 7 4 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 4 5 867.5612 0.7700000 467.8700 1030.008
## INFO [12:37:51.870] [bbotk] FREE 1 8 4 5 923.5973 0.7700000 467.8700 1063.677
## INFO [12:37:51.870] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:51.870] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1052.786
## INFO [12:37:51.870] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:51.870] [bbotk] 31.31164 28.49976 30.24000 32.27074 39 NA
## INFO [12:37:51.870] [bbotk] 29.24188 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 27.38526 29.61000 37.31409 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.55740 31.95572 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.65534 35.04089 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.65534 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.40573 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.24188 22.52349 30.24000 27.22038 39 NA
## INFO [12:37:51.870] [bbotk] 29.24188 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 28.99268 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.21730 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.24188 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 27.04970 23.73959 33.52733 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 27.62134 29.61929 32.15517 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.61734 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 23.41531 29.61000 31.67568 31.22979 39 NA
## INFO [12:37:51.870] [bbotk] 29.62187 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 21.92233 29.61000 28.50726 23.95076 39 NA
## INFO [12:37:51.870] [bbotk] 29.55554 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] 29.24188 29.61000 30.24000 26.85000 39 NA
## INFO [12:37:51.870] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:51.870] [bbotk] 761 0.27 0.2178680155 7 0.2852383
## INFO [12:37:51.870] [bbotk] 762 0.02 0.0621005962 2 0.1716918
## INFO [12:37:51.870] [bbotk] 763 0.02 0.0756209540 4 0.2718001
## INFO [12:37:51.870] [bbotk] 764 0.00 0.0965714612 5 0.2343317
## INFO [12:37:51.870] [bbotk] 765 0.32 0.1000246608 4 0.2405220
## INFO [12:37:51.870] [bbotk] 766 0.00 0.0295538989 2 0.2261377
## INFO [12:37:51.870] [bbotk] 767 0.02 0.0006714464 1 0.2000901
## INFO [12:37:51.870] [bbotk] 768 0.07 0.1900070631 7 0.2797460
## INFO [12:37:51.870] [bbotk] 769 0.07 0.0036468781 1 0.2002306
## INFO [12:37:51.870] [bbotk] 770 0.07 0.0066879950 2 0.2028671
## INFO [12:37:51.870] [bbotk] 771 0.00 0.0144254673 3 0.2108078
## INFO [12:37:51.870] [bbotk] 772 0.02 0.0972863414 2 0.2967050
## INFO [12:37:51.870] [bbotk] 773 0.22 0.2271903607 7 0.3577554
## INFO [12:37:51.870] [bbotk] 774 0.12 0.1794722795 7 0.2496475
## INFO [12:37:51.870] [bbotk] 775 0.00 0.1191856095 3 0.2009572
## INFO [12:37:51.870] [bbotk] 776 0.17 0.1680349998 5 0.3155189
## INFO [12:37:51.870] [bbotk] 777 0.07 0.0137612722 3 0.2131799
## INFO [12:37:51.870] [bbotk] 778 0.22 0.1184919036 6 0.2522529
## INFO [12:37:51.870] [bbotk] 779 0.02 0.0012853286 1 0.2007040
## INFO [12:37:51.870] [bbotk] 780 0.00 0.0601996539 2 0.2007948
## INFO [12:37:52.155] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:52.418] [bbotk] Result of batch 40:
## INFO [12:37:52.426] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:52.426] [bbotk] FREE 9 7 4 5 935.2441 0.7587770 467.87000 1030.594
## INFO [12:37:52.426] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] BACK 1 7 4 5 902.0000 0.7913530 775.43248 1090.357
## INFO [12:37:52.426] [bbotk] FREE 2 7 9 5 902.0000 0.7700000 467.87000 1535.597
## INFO [12:37:52.426] [bbotk] FREE 2 7 4 5 902.0000 0.7901107 467.87000 1056.849
## INFO [12:37:52.426] [bbotk] FREE 11 7 4 2 902.0000 0.8033007 467.87000 1052.016
## INFO [12:37:52.426] [bbotk] FLY 2 7 4 5 902.0000 0.7700000 85.67093 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 7 4 4 923.1438 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 7 4 5 980.6198 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 7 4 5 940.8340 0.7700000 467.87000 1057.294
## INFO [12:37:52.426] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 5 12 5 902.4318 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FLY 1 5 8 7 936.3147 0.7502465 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 245.03387 1030.000
## INFO [12:37:52.426] [bbotk] FREE 1 0 4 5 902.0000 0.7789729 804.52900 1030.000
## INFO [12:37:52.426] [bbotk] BREAST 6 7 4 1 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:52.426] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:52.426] [bbotk] 29.63698 29.61000 30.24000 23.79864 40 NA
## INFO [12:37:52.426] [bbotk] 28.69480 29.98936 30.24000 27.02606 40 NA
## INFO [12:37:52.426] [bbotk] 29.21730 29.61000 30.78001 29.98418 40 NA
## INFO [12:37:52.426] [bbotk] 29.24188 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 33.81803 32.12803 30.24000 26.69273 40 NA
## INFO [12:37:52.426] [bbotk] 26.86502 29.49242 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.24188 31.05793 30.24000 31.54868 40 NA
## INFO [12:37:52.426] [bbotk] 29.65534 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.24188 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.27464 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.65534 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.24188 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.65534 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 28.63697 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.55554 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.24188 22.42665 29.09087 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.65534 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 29.62194 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] 35.33236 29.61000 30.24000 31.21559 40 NA
## INFO [12:37:52.426] [bbotk] 29.24188 29.61000 30.24000 26.85000 40 NA
## INFO [12:37:52.426] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:52.426] [bbotk] 781 0.17 0.089446894 6 0.2804509
## INFO [12:37:52.426] [bbotk] 782 0.12 0.004598756 3 0.2036127
## INFO [12:37:52.426] [bbotk] 783 0.02 0.102543299 7 0.2940142
## INFO [12:37:52.426] [bbotk] 784 0.00 0.148181952 3 0.2887771
## INFO [12:37:52.426] [bbotk] 785 0.12 0.093038436 6 0.2879382
## INFO [12:37:52.426] [bbotk] 786 0.27 0.134613707 6 0.2667533
## INFO [12:37:52.426] [bbotk] 787 0.27 0.170554765 5 0.3577093
## INFO [12:37:52.426] [bbotk] 788 0.02 0.001694279 1 0.2011129
## INFO [12:37:52.426] [bbotk] 789 0.07 0.058823529 1 0.2582422
## INFO [12:37:52.426] [bbotk] 790 0.00 0.066450285 3 0.1976586
## INFO [12:37:52.426] [bbotk] 791 0.00 0.029553899 2 0.2261377
## INFO [12:37:52.426] [bbotk] 792 0.00 0.015409544 2 0.2119933
## INFO [12:37:52.426] [bbotk] 793 0.02 0.001694279 1 0.2011129
## INFO [12:37:52.426] [bbotk] 794 0.07 0.120278844 4 0.2013397
## INFO [12:37:52.426] [bbotk] 795 0.02 0.001285329 1 0.2007040
## INFO [12:37:52.426] [bbotk] 796 0.37 0.282116159 8 0.2890360
## INFO [12:37:52.426] [bbotk] 797 0.00 0.060517808 2 0.1732746
## INFO [12:37:52.426] [bbotk] 798 0.07 0.074169548 3 0.2146669
## INFO [12:37:52.426] [bbotk] 799 0.37 0.128046302 5 0.2541155
## INFO [12:37:52.426] [bbotk] 800 0.22 0.176470588 3 0.3611803
## INFO [12:37:52.784] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:52.995] [bbotk] Result of batch 41:
## INFO [12:37:53.003] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:53.003] [bbotk] FREE 1 7 12 6 902.0000 0.7700000 467.8700 1053.916
## INFO [12:37:53.003] [bbotk] FREE 1 7 4 5 897.3277 0.7700000 467.8700 1011.836
## INFO [12:37:53.003] [bbotk] FREE 1 7 11 8 902.4318 0.7700000 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] MEDLEY 1 8 4 5 934.0091 0.7535970 467.8700 1887.217
## INFO [12:37:53.003] [bbotk] FREE 1 3 7 5 1008.9363 0.7700000 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] FLY 1 7 4 5 956.4233 0.7700000 373.0654 1028.304
## INFO [12:37:53.003] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 750.8510 1435.879
## INFO [12:37:53.003] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1058.463
## INFO [12:37:53.003] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] BREAST 1 5 2 5 952.1932 0.7718196 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] FREE 1 7 4 5 902.0000 0.7854690 858.0219 1030.000
## INFO [12:37:53.003] [bbotk] FREE 1 7 4 5 940.8340 0.7700000 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] FLY 1 7 7 5 902.0000 0.7868446 886.0097 1030.000
## INFO [12:37:53.003] [bbotk] FREE 9 7 4 5 902.0000 0.7831866 467.8700 1717.420
## INFO [12:37:53.003] [bbotk] FREE 1 5 4 5 900.7827 0.7519884 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] FREE 5 7 4 5 902.0000 0.7700000 467.8700 1351.337
## INFO [12:37:53.003] [bbotk] FREE 1 1 4 3 895.8383 0.7700000 467.8700 1491.014
## INFO [12:37:53.003] [bbotk] FREE 1 5 3 5 933.6781 0.7700000 467.8700 1030.000
## INFO [12:37:53.003] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:53.003] [bbotk] 29.24188 29.61000 23.31307 24.71546 41 NA
## INFO [12:37:53.003] [bbotk] 28.93678 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.40573 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 34.43618 29.61000 26.49174 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 29.61000 30.24000 27.25170 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 25.05046 29.61000 37.54927 24.18189 41 NA
## INFO [12:37:53.003] [bbotk] 30.17269 29.61000 24.82663 25.80415 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.59858 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 30.97627 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 30.94693 34.43179 21.79482 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 24.64357 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.38866 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 29.61000 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 21.80421 24.08014 24.75388 41 NA
## INFO [12:37:53.003] [bbotk] 29.24188 30.21240 30.24000 26.85000 41 NA
## INFO [12:37:53.003] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:53.003] [bbotk] 801 0.22 0.151414242 5 0.2217520
## INFO [12:37:53.003] [bbotk] 802 0.12 0.004002895 3 0.2030169
## INFO [12:37:53.003] [bbotk] 803 0.02 0.118471532 4 0.2013866
## INFO [12:37:53.003] [bbotk] 804 0.17 0.216403889 7 0.2955571
## INFO [12:37:53.003] [bbotk] 805 0.00 0.157562204 4 0.2268682
## INFO [12:37:53.003] [bbotk] 806 0.07 0.000000000 0 0.1994186
## INFO [12:37:53.003] [bbotk] 807 0.22 0.137452037 7 0.3316212
## INFO [12:37:53.003] [bbotk] 808 0.07 0.126789468 6 0.2205529
## INFO [12:37:53.003] [bbotk] 809 0.00 0.060542547 2 0.2011377
## INFO [12:37:53.003] [bbotk] 810 0.02 0.001461706 1 0.2008803
## INFO [12:37:53.003] [bbotk] 811 0.27 0.199852196 6 0.2520789
## INFO [12:37:53.003] [bbotk] 812 0.07 0.026669369 2 0.2260880
## INFO [12:37:53.003] [bbotk] 813 0.02 0.013761145 1 0.2103449
## INFO [12:37:53.003] [bbotk] 814 0.07 0.000000000 0 0.1994186
## INFO [12:37:53.003] [bbotk] 815 0.37 0.198269301 7 0.3371820
## INFO [12:37:53.003] [bbotk] 816 0.07 0.121336880 4 0.3203509
## INFO [12:37:53.003] [bbotk] 817 0.00 0.062799449 4 0.1777418
## INFO [12:37:53.003] [bbotk] 818 0.02 0.078230279 2 0.2776489
## INFO [12:37:53.003] [bbotk] 819 0.37 0.207680312 7 0.2833042
## INFO [12:37:53.003] [bbotk] 820 0.00 0.131208342 4 0.2035931
## INFO [12:37:53.300] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:53.512] [bbotk] Result of batch 42:
## INFO [12:37:53.520] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:53.520] [bbotk] FREE 11 7 4 0 1009.7769 0.7700000 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] FREE 1 7 4 5 1000.9672 0.7700000 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] FREE 1 5 4 0 902.0000 0.7514853 599.303 1759.2068
## INFO [12:37:53.520] [bbotk] FREE 12 7 4 5 902.0000 0.7909227 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] FLY 12 7 3 5 940.8340 0.7687571 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] BACK 1 5 4 5 937.1606 0.7913293 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.870 1065.8487
## INFO [12:37:53.520] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.870 1052.7859
## INFO [12:37:53.520] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 467.870 1497.3862
## INFO [12:37:53.520] [bbotk] FREE 1 7 4 5 980.6198 0.7700000 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] FREE 5 7 4 5 917.2807 0.7700000 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] BACK 1 5 2 5 902.0000 0.7700000 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] FREE 1 7 4 0 902.0000 0.7700000 467.870 1206.6940
## INFO [12:37:53.520] [bbotk] MEDLEY 1 7 4 5 966.2697 0.7577360 467.870 1019.8152
## INFO [12:37:53.520] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] BACK 12 7 4 5 902.0000 0.7700000 467.870 1304.7747
## INFO [12:37:53.520] [bbotk] FREE 1 7 4 5 902.0000 0.7762917 467.870 937.1755
## INFO [12:37:53.520] [bbotk] FREE 1 7 4 5 908.5137 0.7700000 467.870 1030.0000
## INFO [12:37:53.520] [bbotk] FREE 1 9 4 7 902.0000 0.7700000 467.870 1633.3316
## INFO [12:37:53.520] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.56380 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 22.88160 31.95572 28.17364 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.21730 29.61000 29.97753 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.41784 29.61000 33.43199 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 27.46671 28.53605 22.11049 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.65534 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 27.52942 42 NA
## INFO [12:37:53.520] [bbotk] 29.54026 25.48277 37.68786 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.24188 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 30.15602 25.80781 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 29.66210 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] 27.49443 29.61000 30.24000 26.85000 42 NA
## INFO [12:37:53.520] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:53.520] [bbotk] 821 0.07 0.155838718 3 0.3277915
## INFO [12:37:53.520] [bbotk] 822 0.02 0.035069869 1 0.2316536
## INFO [12:37:53.520] [bbotk] 823 0.00 0.172844673 5 0.2565689
## INFO [12:37:53.520] [bbotk] 824 0.02 0.063561444 3 0.2629801
## INFO [12:37:53.520] [bbotk] 825 0.07 0.190434821 5 0.3277889
## INFO [12:37:53.520] [bbotk] 826 0.07 0.175188491 7 0.2505744
## INFO [12:37:53.520] [bbotk] 827 0.02 0.003083523 3 0.2006652
## INFO [12:37:53.520] [bbotk] 828 0.00 0.060199654 2 0.2007948
## INFO [12:37:53.520] [bbotk] 829 0.02 0.097716948 4 0.2971356
## INFO [12:37:53.520] [bbotk] 830 0.02 0.027859620 1 0.2244434
## INFO [12:37:53.520] [bbotk] 831 0.37 0.101005694 5 0.2943778
## INFO [12:37:53.520] [bbotk] 832 0.02 0.176470588 3 0.2336988
## INFO [12:37:53.520] [bbotk] 833 0.00 0.071860510 3 0.1619384
## INFO [12:37:53.520] [bbotk] 834 0.02 0.069494749 2 0.2436959
## INFO [12:37:53.520] [bbotk] 835 0.02 0.087635866 5 0.2802118
## INFO [12:37:53.520] [bbotk] 836 0.17 0.040431461 3 0.2387256
## INFO [12:37:53.520] [bbotk] 837 0.02 0.134241738 3 0.3286041
## INFO [12:37:53.520] [bbotk] 838 0.22 0.025123507 4 0.2234176
## INFO [12:37:53.520] [bbotk] 839 0.02 0.004030162 2 0.2006139
## INFO [12:37:53.520] [bbotk] 840 0.17 0.161245168 4 0.2937875
## INFO [12:37:53.817] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:54.050] [bbotk] Result of batch 43:
## INFO [12:37:54.057] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:54.057] [bbotk] FREE 4 7 1 5 915.8237 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 7 3 5 908.3501 0.7700000 467.87 1875.406
## INFO [12:37:54.057] [bbotk] FREE 1 0 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 3 5 5 902.0000 0.7700000 467.87 1276.706
## INFO [12:37:54.057] [bbotk] FREE 1 7 10 5 970.4708 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 6 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] MEDLEY 8 4 4 6 977.4128 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 7 4 5 902.0000 0.7711090 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 8 5 4 5 928.0371 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1067.799
## INFO [12:37:54.057] [bbotk] BACK 3 5 4 5 869.9645 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 7 4 5 940.8340 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 7 10 5 987.8029 0.7700000 467.87 1077.630
## INFO [12:37:54.057] [bbotk] FREE 1 7 4 5 899.5019 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] BREAST 1 7 4 5 943.0635 0.7700000 467.87 1206.164
## INFO [12:37:54.057] [bbotk] FREE 1 9 7 5 902.0000 0.7409292 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:37:54.057] [bbotk] FREE 1 4 4 5 979.7062 0.7700000 467.87 1206.008
## INFO [12:37:54.057] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:54.057] [bbotk] 33.46164 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.24188 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 30.94360 29.39286 30.24000 30.39726 43 NA
## INFO [12:37:54.057] [bbotk] 29.24188 29.61000 30.24000 25.96935 43 NA
## INFO [12:37:54.057] [bbotk] 29.41784 29.61000 29.79333 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.65534 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 31.47578 29.61000 35.51745 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.65534 27.48945 40.16541 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.24188 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.24188 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 34.47502 29.61000 30.24000 24.41188 43 NA
## INFO [12:37:54.057] [bbotk] 29.24188 29.61000 30.24293 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.55554 29.61000 25.95375 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.24188 29.61000 29.99167 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.47065 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 26.40801 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.24188 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 31.67265 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.41784 29.61000 30.24000 26.85000 43 NA
## INFO [12:37:54.057] [bbotk] 29.24188 31.95572 30.63484 25.43456 43 NA
## INFO [12:37:54.057] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:54.057] [bbotk] 841 0.12 0.1398372356 4 0.2775975
## INFO [12:37:54.057] [bbotk] 842 0.00 0.1121310241 3 0.2498913
## INFO [12:37:54.057] [bbotk] 843 0.22 0.0844884190 4 0.2213574
## INFO [12:37:54.057] [bbotk] 844 0.07 0.1369779583 4 0.1496078
## INFO [12:37:54.057] [bbotk] 845 0.00 0.0851995040 4 0.2212773
## INFO [12:37:54.057] [bbotk] 846 0.02 0.0016942785 1 0.2011129
## INFO [12:37:54.057] [bbotk] 847 0.02 0.0844202827 3 0.2838389
## INFO [12:37:54.057] [bbotk] 848 0.37 0.3028583983 8 0.3318211
## INFO [12:37:54.057] [bbotk] 849 0.02 0.0588235294 1 0.1749689
## INFO [12:37:54.057] [bbotk] 850 0.07 0.0001812148 1 0.1995998
## INFO [12:37:54.057] [bbotk] 851 0.22 0.1605862563 5 0.2407094
## INFO [12:37:54.057] [bbotk] 852 0.02 0.0022919422 2 0.2017106
## INFO [12:37:54.057] [bbotk] 853 0.12 0.2024624409 6 0.3160371
## INFO [12:37:54.057] [bbotk] 854 0.02 0.0145348539 2 0.2095712
## INFO [12:37:54.057] [bbotk] 855 0.00 0.0930425440 4 0.2308028
## INFO [12:37:54.057] [bbotk] 856 0.12 0.0124977491 2 0.2115117
## INFO [12:37:54.057] [bbotk] 857 0.17 0.0840139473 3 0.2401622
## INFO [12:37:54.057] [bbotk] 858 0.17 0.1323579506 4 0.2046293
## INFO [12:37:54.057] [bbotk] 859 0.00 0.0595445884 2 0.2001397
## INFO [12:37:54.057] [bbotk] 860 0.00 0.1144376232 6 0.2389461
## INFO [12:37:54.366] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:54.567] [bbotk] Result of batch 44:
## INFO [12:37:54.575] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:54.575] [bbotk] FLY 1 7 5 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1102.7840
## INFO [12:37:54.575] [bbotk] FREE 1 9 4 5 987.2884 0.7668844 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] MEDLEY 1 7 10 5 980.6198 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 7 12 5 944.4625 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 3 4 9 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 7 4 5 902.0000 0.7783716 467.8700 991.7394
## INFO [12:37:54.575] [bbotk] FREE 6 7 2 5 902.0000 0.7535252 146.1069 1558.9739
## INFO [12:37:54.575] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 270.8208 1885.5670
## INFO [12:37:54.575] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] BACK 1 5 9 5 902.0000 0.7447699 467.8700 1194.0426
## INFO [12:37:54.575] [bbotk] FREE 1 6 4 3 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 7 2 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 7 4 7 902.0000 0.7768843 655.3652 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 7 4 5 894.1777 0.7700000 111.4287 1030.0000
## INFO [12:37:54.575] [bbotk] FLY 1 5 9 5 1014.7424 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 7 4 5 980.6309 0.7988293 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 9 5 4 5 883.0765 0.7700000 467.8700 1054.0066
## INFO [12:37:54.575] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:37:54.575] [bbotk] FREE 1 5 1 5 902.0000 0.7700000 466.4320 1030.0000
## INFO [12:37:54.575] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:54.575] [bbotk] 22.28170 29.61000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.21730 34.77554 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.65534 33.27000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 32.13685 29.61000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 25.86545 23.49817 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 23.74579 23.07694 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 23.82273 29.61000 29.99167 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.40573 33.30042 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 25.48389 29.61000 26.74950 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.65534 29.61000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 34.71119 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 30.24000 26.20852 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 31.68099 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 34.85810 23.12235 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 30.24000 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] 29.24188 29.61000 31.82410 26.85000 44 NA
## INFO [12:37:54.575] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:54.575] [bbotk] 861 0.12 0.14616826 3 0.2275352
## INFO [12:37:54.575] [bbotk] 862 0.27 0.02452643 3 0.2237436
## INFO [12:37:54.575] [bbotk] 863 0.22 0.10544165 5 0.2395305
## INFO [12:37:54.575] [bbotk] 864 0.00 0.15736961 4 0.2951298
## INFO [12:37:54.575] [bbotk] 865 0.22 0.10436630 4 0.2385319
## INFO [12:37:54.575] [bbotk] 866 0.42 0.16270387 4 0.2344157
## INFO [12:37:54.575] [bbotk] 867 0.12 0.00367862 2 0.2030973
## INFO [12:37:54.575] [bbotk] 868 0.00 0.17219574 5 0.2644679
## INFO [12:37:54.575] [bbotk] 869 0.12 0.08684404 4 0.2544025
## INFO [12:37:54.575] [bbotk] 870 0.17 0.07380503 3 0.1737950
## INFO [12:37:54.575] [bbotk] 871 0.12 0.21677486 7 0.2882142
## INFO [12:37:54.575] [bbotk] 872 0.27 0.11764706 2 0.1917859
## INFO [12:37:54.575] [bbotk] 873 0.00 0.07186051 3 0.2096207
## INFO [12:37:54.575] [bbotk] 874 0.17 0.08548087 4 0.2523374
## INFO [12:37:54.575] [bbotk] 875 0.07 0.02805561 3 0.2254643
## INFO [12:37:54.575] [bbotk] 876 0.07 0.21642182 4 0.2888066
## INFO [12:37:54.575] [bbotk] 877 0.02 0.04060472 3 0.2336377
## INFO [12:37:54.575] [bbotk] 878 0.17 0.15894840 6 0.2609777
## INFO [12:37:54.575] [bbotk] 879 0.00 0.07016623 2 0.1636326
## INFO [12:37:54.575] [bbotk] 880 0.07 0.12267154 4 0.2043454
## INFO [12:37:54.920] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:55.128] [bbotk] Result of batch 45:
## INFO [12:37:55.137] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:55.137] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 7 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 5 4 5 903.4733 0.7700000 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 7 4 5 874.6546 0.7700000 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] MEDLEY 11 7 3 5 903.1320 0.7344414 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] FREE 4 7 4 5 902.0000 0.7700000 58.1722 1030.000
## INFO [12:37:55.137] [bbotk] FREE 7 7 2 7 902.0000 0.7700000 893.1514 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 5 4 5 934.0091 0.7688420 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 7 4 5 908.0083 0.7700000 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] BACK 1 7 4 5 902.0000 0.7668261 467.8700 1056.884
## INFO [12:37:55.137] [bbotk] BREAST 1 3 8 9 902.0000 0.8014304 165.7079 1030.000
## INFO [12:37:55.137] [bbotk] FLY 1 7 9 5 902.0000 0.7843733 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] BREAST 1 5 4 5 902.0000 0.7109864 467.8700 1006.284
## INFO [12:37:55.137] [bbotk] BREAST 1 7 4 5 986.0788 0.7700000 431.8798 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 7 7 0 902.0000 0.7444849 467.8700 1030.000
## INFO [12:37:55.137] [bbotk] FREE 1 5 4 5 950.2981 0.7913293 467.8700 1057.294
## INFO [12:37:55.137] [bbotk] FREE 7 5 8 5 996.0297 0.7700000 467.8700 1769.617
## INFO [12:37:55.137] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1057.294
## INFO [12:37:55.137] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:55.137] [bbotk] 29.31356 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 33.51508 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.65967 29.61000 29.89543 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.24188 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 22.90757 28.68329 30.24000 25.00647 45 NA
## INFO [12:37:55.137] [bbotk] 29.24188 29.61000 27.37508 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 27.07809 23.94307 30.24000 30.01920 45 NA
## INFO [12:37:55.137] [bbotk] 29.65534 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.65534 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.65534 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.24188 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.24188 29.61000 24.52590 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.24188 29.61000 23.79258 21.79322 45 NA
## INFO [12:37:55.137] [bbotk] 29.59861 29.61000 36.33091 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 31.47977 29.61000 30.24000 24.66580 45 NA
## INFO [12:37:55.137] [bbotk] 25.16902 29.61000 38.43795 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.41784 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.24188 29.61000 30.63484 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] 29.65534 29.61000 30.24000 25.14980 45 NA
## INFO [12:37:55.137] [bbotk] 29.24188 29.61000 30.24000 26.85000 45 NA
## INFO [12:37:55.137] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:55.137] [bbotk] 881 0.02 0.0002937322 1 0.1997124
## INFO [12:37:55.137] [bbotk] 882 0.02 0.0763341495 2 0.2169293
## INFO [12:37:55.137] [bbotk] 883 0.00 0.0621312091 4 0.1738083
## INFO [12:37:55.137] [bbotk] 884 0.07 0.0096900877 1 0.2091087
## INFO [12:37:55.137] [bbotk] 885 0.07 0.2215085086 8 0.3462396
## INFO [12:37:55.137] [bbotk] 886 0.22 0.0931008170 3 0.2907392
## INFO [12:37:55.137] [bbotk] 887 0.32 0.2495742214 7 0.3753480
## INFO [12:37:55.137] [bbotk] 888 0.00 0.0720497332 4 0.1621276
## INFO [12:37:55.137] [bbotk] 889 0.02 0.0016942785 1 0.2011129
## INFO [12:37:55.137] [bbotk] 890 0.02 0.0038233847 2 0.2004072
## INFO [12:37:55.137] [bbotk] 891 0.07 0.0000000000 0 0.1994186
## INFO [12:37:55.137] [bbotk] 892 0.17 0.0787689484 4 0.2754679
## INFO [12:37:55.137] [bbotk] 893 0.22 0.3046603205 8 0.3155517
## INFO [12:37:55.137] [bbotk] 894 0.07 0.1404346373 5 0.2810297
## INFO [12:37:55.137] [bbotk] 895 0.17 0.1488833197 6 0.2474595
## INFO [12:37:55.137] [bbotk] 896 0.17 0.1330761664 5 0.2806551
## INFO [12:37:55.137] [bbotk] 897 0.00 0.1225372498 4 0.2471614
## INFO [12:37:55.137] [bbotk] 898 0.00 0.0823021530 5 0.1667434
## INFO [12:37:55.137] [bbotk] 899 0.07 0.2647087131 7 0.3353826
## INFO [12:37:55.137] [bbotk] 900 0.02 0.0016483980 1 0.2010670
## INFO [12:37:55.465] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:55.666] [bbotk] Result of batch 46:
## INFO [12:37:55.673] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:55.673] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 7 11 3 902.0000 0.7973308 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 7 4 5 933.8386 0.7700000 785.3899 1077.889
## INFO [12:37:55.673] [bbotk] BREAST 10 2 5 5 921.1097 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 7 4 5 934.0091 0.7749493 324.4615 1697.322
## INFO [12:37:55.673] [bbotk] FREE 1 6 4 5 958.7592 0.7913293 877.4594 1057.294
## INFO [12:37:55.673] [bbotk] FREE 1 7 4 5 902.4318 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 7 2 9 911.5757 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FLY 6 2 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 7 4 5 902.0000 0.7490626 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FLY 5 5 4 1 925.1691 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 5 4 5 902.0000 0.7699868 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1020.476
## INFO [12:37:55.673] [bbotk] FREE 1 7 2 2 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 3 8 6 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 6 7 1 8 902.0000 0.7478348 467.8700 1057.294
## INFO [12:37:55.673] [bbotk] FREE 1 7 6 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:55.673] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 566.0472 1030.000
## INFO [12:37:55.673] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:55.673] [bbotk] 29.65534 29.61000 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.24188 28.84161 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 31.71061 29.61000 30.01572 22.54743 46 NA
## INFO [12:37:55.673] [bbotk] 28.52896 29.61000 32.78411 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.24188 29.61000 30.24000 29.16985 46 NA
## INFO [12:37:55.673] [bbotk] 30.18820 27.04233 30.24000 24.83487 46 NA
## INFO [12:37:55.673] [bbotk] 29.40573 29.61000 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.24188 29.61000 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.41784 34.23796 29.01063 22.98923 46 NA
## INFO [12:37:55.673] [bbotk] 29.24188 29.61000 30.24000 28.70529 46 NA
## INFO [12:37:55.673] [bbotk] 29.24188 36.48534 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.41784 29.61000 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 23.36436 29.61000 30.24000 32.62406 46 NA
## INFO [12:37:55.673] [bbotk] 29.65534 29.61000 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.63939 29.61000 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.24188 29.61000 30.24000 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.62194 29.61000 25.18047 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.24188 34.94243 29.99167 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.24188 29.61000 40.08498 26.85000 46 NA
## INFO [12:37:55.673] [bbotk] 29.65534 29.16457 30.24000 31.55393 46 NA
## INFO [12:37:55.673] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:55.673] [bbotk] 901 0.00 0.0718605104 3 0.1619384
## INFO [12:37:55.673] [bbotk] 902 0.42 0.1250923983 4 0.2563044
## INFO [12:37:55.673] [bbotk] 903 0.17 0.0662873649 6 0.2499168
## INFO [12:37:55.673] [bbotk] 904 0.27 0.2529137279 7 0.2137987
## INFO [12:37:55.673] [bbotk] 905 0.02 0.0730006982 5 0.2486415
## INFO [12:37:55.673] [bbotk] 906 0.12 0.1333890347 8 0.2613731
## INFO [12:37:55.673] [bbotk] 907 0.02 0.0008244729 2 0.1999371
## INFO [12:37:55.673] [bbotk] 908 0.02 0.0121597175 1 0.2087435
## INFO [12:37:55.673] [bbotk] 909 0.32 0.1629643147 7 0.2860137
## INFO [12:37:55.673] [bbotk] 910 0.32 0.1858063117 4 0.2675779
## INFO [12:37:55.673] [bbotk] 911 0.32 0.0300811219 2 0.2226575
## INFO [12:37:55.673] [bbotk] 912 0.02 0.0007210590 1 0.2001397
## INFO [12:37:55.673] [bbotk] 913 0.12 0.2966438219 7 0.3676353
## INFO [12:37:55.673] [bbotk] 914 0.00 0.0605199695 3 0.1732768
## INFO [12:37:55.673] [bbotk] 915 0.00 0.0610276953 3 0.1739152
## INFO [12:37:55.673] [bbotk] 916 0.27 0.1176470588 2 0.1926228
## INFO [12:37:55.673] [bbotk] 917 0.32 0.2526152550 6 0.2422188
## INFO [12:37:55.673] [bbotk] 918 0.27 0.2031915945 7 0.2778690
## INFO [12:37:55.673] [bbotk] 919 0.12 0.0894970681 2 0.2300922
## INFO [12:37:55.673] [bbotk] 920 0.07 0.0919899766 5 0.1763486
## INFO [12:37:55.983] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:56.186] [bbotk] Result of batch 47:
## INFO [12:37:56.193] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:56.193] [bbotk] FREE 1 5 4 5 902.0000 0.7556614 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 9 7 4 2 902.0000 0.7509507 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] BACK 1 7 2 5 902.0000 0.7700000 548.4594 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 7 11 5 989.3273 0.7700000 467.8700 1037.2201
## INFO [12:37:56.193] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1057.2942
## INFO [12:37:56.193] [bbotk] FREE 1 7 10 7 993.0845 0.7700000 467.8700 982.9696
## INFO [12:37:56.193] [bbotk] FREE 1 7 8 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 7 4 5 984.7643 0.7700000 268.7243 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 7 4 5 980.6198 0.7700000 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FLY 1 1 2 5 942.0423 0.7700000 375.6718 1226.4170
## INFO [12:37:56.193] [bbotk] FREE 1 7 4 8 902.0000 0.7842666 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 5 7 5 881.4850 0.7700000 467.8700 1642.5834
## INFO [12:37:56.193] [bbotk] BREAST 8 5 4 5 925.0886 0.8117581 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1582.9395
## INFO [12:37:56.193] [bbotk] MEDLEY 1 0 4 5 903.8405 0.7700000 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] FREE 9 7 5 5 904.7866 0.7700000 467.8700 1030.0000
## INFO [12:37:56.193] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:56.193] [bbotk] 29.24188 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.24188 35.55498 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.24188 22.61352 24.52318 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.25370 29.61000 39.26544 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.24188 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 27.63909 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 30.18674 29.61000 30.24000 22.73547 47 NA
## INFO [12:37:56.193] [bbotk] 33.24064 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.65534 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.24188 32.93820 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.65534 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.41784 29.61000 24.06665 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.24188 29.61000 22.53959 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 26.07594 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.45155 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.02536 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.55554 29.61000 30.24000 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.24188 29.61000 28.51728 26.85000 47 NA
## INFO [12:37:56.193] [bbotk] 29.65534 29.61000 30.24000 24.65719 47 NA
## INFO [12:37:56.193] [bbotk] 29.24188 29.61000 30.24000 32.13417 47 NA
## INFO [12:37:56.193] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:56.193] [bbotk] 921 0.02 0.061166437 2 0.1773118
## INFO [12:37:56.193] [bbotk] 922 0.42 0.143812073 4 0.2713861
## INFO [12:37:56.193] [bbotk] 923 0.32 0.167575097 5 0.2363703
## INFO [12:37:56.193] [bbotk] 924 0.00 0.118373361 5 0.2561336
## INFO [12:37:56.193] [bbotk] 925 0.02 0.001648398 1 0.2010670
## INFO [12:37:56.193] [bbotk] 926 0.12 0.159331817 5 0.2867135
## INFO [12:37:56.193] [bbotk] 927 0.12 0.083399501 3 0.2220825
## INFO [12:37:56.193] [bbotk] 928 0.02 0.058036973 3 0.2515812
## INFO [12:37:56.193] [bbotk] 929 0.00 0.071860510 3 0.1619384
## INFO [12:37:56.193] [bbotk] 930 0.27 0.012905488 1 0.2123241
## INFO [12:37:56.193] [bbotk] 931 0.00 0.029553899 2 0.2261377
## INFO [12:37:56.193] [bbotk] 932 0.32 0.228182380 8 0.2445652
## INFO [12:37:56.193] [bbotk] 933 0.27 0.085146484 3 0.2253197
## INFO [12:37:56.193] [bbotk] 934 0.12 0.174886241 5 0.2562532
## INFO [12:37:56.193] [bbotk] 935 0.17 0.192334642 6 0.2871304
## INFO [12:37:56.193] [bbotk] 936 0.00 0.071053462 3 0.1645199
## INFO [12:37:56.193] [bbotk] 937 0.00 0.060108858 2 0.1736836
## INFO [12:37:56.193] [bbotk] 938 0.07 0.097585018 3 0.2032219
## INFO [12:37:56.193] [bbotk] 939 0.22 0.131027651 5 0.2684062
## INFO [12:37:56.193] [bbotk] 940 0.07 0.145224227 4 0.2250209
## INFO [12:37:56.546] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:56.763] [bbotk] Result of batch 48:
## INFO [12:37:56.772] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:56.772] [bbotk] FREE 1 7 11 5 857.1394 0.7700000 226.49552 1030.166
## INFO [12:37:56.772] [bbotk] FREE 1 7 11 5 1004.5427 0.7651532 246.23813 1030.000
## INFO [12:37:56.772] [bbotk] FREE 1 7 4 5 908.4431 0.7700000 467.87000 1030.000
## INFO [12:37:56.772] [bbotk] FLY 1 5 4 5 981.5095 0.7927750 434.89999 1463.450
## INFO [12:37:56.772] [bbotk] FREE 11 7 12 5 902.4318 0.7700000 85.76459 1030.000
## INFO [12:37:56.772] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:56.772] [bbotk] BREAST 3 7 2 5 902.0000 0.7595383 566.07962 1065.849
## INFO [12:37:56.772] [bbotk] BREAST 1 7 2 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:56.772] [bbotk] FREE 1 1 3 4 884.9085 0.7750111 441.08013 1184.714
## INFO [12:37:56.772] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:56.772] [bbotk] FREE 1 7 4 5 941.7994 0.7663247 98.88326 1194.378
## INFO [12:37:56.772] [bbotk] FREE 1 5 4 5 892.6225 0.8018118 467.87000 1030.000
## INFO [12:37:56.772] [bbotk] MEDLEY 8 9 4 8 953.4889 0.7700000 467.87000 1052.786
## INFO [12:37:56.772] [bbotk] FREE 7 7 4 5 902.0000 0.8049141 467.87000 1030.000
## INFO [12:37:56.772] [bbotk] FREE 1 5 4 4 902.0000 0.7700000 787.12541 1030.000
## INFO [12:37:56.772] [bbotk] FREE 1 7 4 5 858.4349 0.7700000 467.87000 1128.356
## INFO [12:37:56.772] [bbotk] BACK 1 5 4 1 900.1389 0.7700000 277.25193 1116.051
## INFO [12:37:56.772] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:37:56.772] [bbotk] BACK 1 6 8 5 904.8692 0.7458214 467.87000 1030.000
## INFO [12:37:56.772] [bbotk] FREE 1 7 4 5 902.0000 0.7799857 698.51510 1847.832
## INFO [12:37:56.772] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:56.772] [bbotk] 29.13496 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 29.61000 30.24000 30.57914 48 NA
## INFO [12:37:56.772] [bbotk] 29.73002 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 24.96532 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 34.91524 35.91608 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.41784 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.21730 26.82546 29.97753 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 28.98764 31.96209 30.24000 28.33457 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 33.49976 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 32.79857 39.93208 21.50966 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 31.87039 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 24.29264 29.61000 35.93533 29.01309 48 NA
## INFO [12:37:56.772] [bbotk] 26.34301 29.61000 30.24000 24.20138 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 29.61000 38.19734 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] 29.24188 29.61000 33.40303 23.22721 48 NA
## INFO [12:37:56.772] [bbotk] 24.35590 29.61000 30.24000 26.85000 48 NA
## INFO [12:37:56.772] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:56.772] [bbotk] 941 0.12 0.090104160 5 0.2301968
## INFO [12:37:56.772] [bbotk] 942 0.02 0.128431297 5 0.2645099
## INFO [12:37:56.772] [bbotk] 943 0.02 0.004283448 2 0.2008672
## INFO [12:37:56.772] [bbotk] 944 0.12 0.195285472 7 0.2749754
## INFO [12:37:56.772] [bbotk] 945 0.32 0.189144681 6 0.3293360
## INFO [12:37:56.772] [bbotk] 946 0.02 0.000721059 1 0.2001397
## INFO [12:37:56.772] [bbotk] 947 0.37 0.198137931 9 0.3323527
## INFO [12:37:56.772] [bbotk] 948 0.27 0.135279668 5 0.2498036
## INFO [12:37:56.772] [bbotk] 949 0.12 0.209430409 8 0.2298229
## INFO [12:37:56.772] [bbotk] 950 0.02 0.058823529 1 0.1994186
## INFO [12:37:56.772] [bbotk] 951 0.32 0.116896850 7 0.2914729
## INFO [12:37:56.772] [bbotk] 952 0.12 0.076109477 4 0.1741743
## INFO [12:37:56.772] [bbotk] 953 0.17 0.303825842 9 0.3843756
## INFO [12:37:56.772] [bbotk] 954 0.22 0.089735073 4 0.2868369
## INFO [12:37:56.772] [bbotk] 955 0.00 0.137401887 3 0.1623026
## INFO [12:37:56.772] [bbotk] 956 0.12 0.046170066 3 0.2455887
## INFO [12:37:56.772] [bbotk] 957 0.00 0.194122044 6 0.2775097
## INFO [12:37:56.772] [bbotk] 958 0.02 0.058823529 1 0.1749689
## INFO [12:37:56.772] [bbotk] 959 0.22 0.209522705 7 0.2737266
## INFO [12:37:56.772] [bbotk] 960 0.07 0.085317074 4 0.2755456
## INFO [12:37:57.049] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:57.259] [bbotk] Result of batch 49:
## INFO [12:37:57.267] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:57.267] [bbotk] FLY 1 5 3 5 902.0000 0.7700000 467.8700 1669.452
## INFO [12:37:57.267] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 7 4 5 901.7250 0.7700000 467.8700 1061.824
## INFO [12:37:57.267] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 10 8 4 5 916.9223 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 10 7 11 5 980.6198 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 3 7 4 4 858.0952 0.7421551 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 7 5 5 902.0000 0.7700000 948.9518 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 7 4 5 940.8340 0.7700000 467.8700 1057.294
## INFO [12:37:57.267] [bbotk] FREE 1 5 1 5 902.0000 0.7455094 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 5 10 7 982.2344 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 8 4 5 949.9297 0.7700000 842.8767 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:57.267] [bbotk] FREE 9 7 4 6 890.8415 0.7700000 467.8700 1065.849
## INFO [12:37:57.267] [bbotk] BACK 1 7 6 9 902.0000 0.7700000 573.9635 1789.792
## INFO [12:37:57.267] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:57.267] [bbotk] 27.92159 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.55554 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 32.19914 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.40620 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.65534 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.55554 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 30.24000 32.88255 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.21688 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 32.18668 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 26.77102 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 24.27513 26.29118 49 NA
## INFO [12:37:57.267] [bbotk] 29.57745 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 31.87363 29.61000 21.95610 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] 21.93643 29.61000 30.24000 24.88265 49 NA
## INFO [12:37:57.267] [bbotk] 29.24188 29.61000 30.24000 26.85000 49 NA
## INFO [12:37:57.267] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:57.267] [bbotk] 961 0.12 0.220499751 5 0.2569304
## INFO [12:37:57.267] [bbotk] 962 0.02 0.001285329 1 0.2007040
## INFO [12:37:57.267] [bbotk] 963 0.17 0.070941744 2 0.2039041
## INFO [12:37:57.267] [bbotk] 964 0.02 0.002692760 3 0.2021114
## INFO [12:37:57.267] [bbotk] 965 0.00 0.060517808 2 0.1732746
## INFO [12:37:57.267] [bbotk] 966 0.02 0.001285329 1 0.2007040
## INFO [12:37:57.267] [bbotk] 967 0.17 0.153290408 4 0.2910506
## INFO [12:37:57.267] [bbotk] 968 0.07 0.147031060 4 0.2836668
## INFO [12:37:57.267] [bbotk] 969 0.07 0.143820118 5 0.2863679
## INFO [12:37:57.267] [bbotk] 970 0.07 0.088591824 2 0.1703634
## INFO [12:37:57.267] [bbotk] 971 0.02 0.058823529 1 0.1749689
## INFO [12:37:57.267] [bbotk] 972 0.00 0.015409544 2 0.2119933
## INFO [12:37:57.267] [bbotk] 973 0.27 0.132657294 4 0.2053009
## INFO [12:37:57.267] [bbotk] 974 0.22 0.226298724 6 0.2339118
## INFO [12:37:57.267] [bbotk] 975 0.00 0.060198621 2 0.2007937
## INFO [12:37:57.267] [bbotk] 976 0.17 0.135606501 5 0.2660824
## INFO [12:37:57.267] [bbotk] 977 0.07 0.000000000 0 0.1994186
## INFO [12:37:57.267] [bbotk] 978 0.07 0.000000000 0 0.1994186
## INFO [12:37:57.267] [bbotk] 979 0.12 0.163601859 6 0.2851579
## INFO [12:37:57.267] [bbotk] 980 0.02 0.228922136 5 0.2601568
## INFO [12:37:57.628] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:57.834] [bbotk] Result of batch 50:
## INFO [12:37:57.843] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:57.843] [bbotk] FREE 1 7 4 5 902.0000 0.7782021 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 7 4 0 1002.5954 0.7700000 467.8700 1230.0016
## INFO [12:37:57.843] [bbotk] FREE 1 5 11 3 902.0000 0.7730894 467.8700 1556.6662
## INFO [12:37:57.843] [bbotk] FREE 1 9 4 5 926.8369 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 2 9 9 928.2168 0.7884339 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 7 12 4 940.8340 0.7790148 467.8700 1057.2942
## INFO [12:37:57.843] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 7 11 5 902.0000 0.7700000 467.8700 1251.8224
## INFO [12:37:57.843] [bbotk] FREE 1 9 7 5 902.0000 0.7700000 467.8700 1862.8185
## INFO [12:37:57.843] [bbotk] BREAST 8 1 10 5 950.3602 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 7 1 1 951.5728 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] MEDLEY 1 2 4 9 894.7813 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 10 5 4 0 875.7010 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 5 10 5 902.0000 0.7700000 467.8700 1307.8507
## INFO [12:37:57.843] [bbotk] BACK 1 7 4 5 921.6261 0.7700000 647.2207 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:57.843] [bbotk] FREE 1 7 4 5 929.8662 0.7700000 467.8700 1110.3883
## INFO [12:37:57.843] [bbotk] FREE 1 7 4 5 887.2864 0.7700000 467.8700 950.1109
## INFO [12:37:57.843] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:57.843] [bbotk] 29.57006 29.61000 37.37339 22.50427 50 NA
## INFO [12:37:57.843] [bbotk] 29.31833 29.61000 30.24000 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.21730 29.61000 35.19600 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 29.61000 30.24000 22.49450 50 NA
## INFO [12:37:57.843] [bbotk] 29.78608 25.05541 38.87827 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.40294 29.61000 31.71168 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 29.61000 30.24000 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 29.61000 30.24000 29.02040 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 29.61000 30.24000 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 23.42841 29.61000 30.24000 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 29.61000 34.61791 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 29.61000 28.80381 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 23.84552 35.27581 29.96222 50 NA
## INFO [12:37:57.843] [bbotk] 26.77428 29.61000 30.24000 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 29.61000 30.24000 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 25.36305 29.61000 21.55448 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 33.79171 29.61000 25.21417 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.24188 29.61000 30.24000 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.41787 29.61000 30.24000 26.85000 50 NA
## INFO [12:37:57.843] [bbotk] 29.19368 29.61000 30.24000 25.64703 50 NA
## INFO [12:37:57.843] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:57.843] [bbotk] 981 0.17 0.04677773 4 0.2442842
## INFO [12:37:57.843] [bbotk] 982 0.00 0.05913681 2 0.1746556
## INFO [12:37:57.843] [bbotk] 983 0.02 0.12209111 5 0.2725059
## INFO [12:37:57.843] [bbotk] 984 0.22 0.23069941 6 0.2528796
## INFO [12:37:57.843] [bbotk] 985 0.32 0.11442956 5 0.2510653
## INFO [12:37:57.843] [bbotk] 986 0.17 0.19401806 7 0.2141312
## INFO [12:37:57.843] [bbotk] 987 0.02 0.05882353 1 0.1749689
## INFO [12:37:57.843] [bbotk] 988 0.00 0.14545093 6 0.2148897
## INFO [12:37:57.843] [bbotk] 989 0.00 0.07016623 2 0.1636326
## INFO [12:37:57.843] [bbotk] 990 0.02 0.09604248 3 0.2362329
## INFO [12:37:57.843] [bbotk] 991 0.07 0.18158417 4 0.2633557
## INFO [12:37:57.843] [bbotk] 992 0.17 0.25690563 6 0.3197281
## INFO [12:37:57.843] [bbotk] 993 0.22 0.18891643 6 0.3115666
## INFO [12:37:57.843] [bbotk] 994 0.27 0.18914024 5 0.2705072
## INFO [12:37:57.843] [bbotk] 995 0.07 0.18578986 4 0.2695141
## INFO [12:37:57.843] [bbotk] 996 0.22 0.17738310 5 0.2554768
## INFO [12:37:57.843] [bbotk] 997 0.17 0.11117898 5 0.3060803
## INFO [12:37:57.843] [bbotk] 998 0.07 0.00000000 0 0.1994186
## INFO [12:37:57.843] [bbotk] 999 0.02 0.01545078 3 0.2120345
## INFO [12:37:57.843] [bbotk] 1000 0.17 0.01628945 4 0.2134009
## INFO [12:37:58.179] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:58.384] [bbotk] Result of batch 51:
## INFO [12:37:58.392] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:58.392] [bbotk] MEDLEY 1 1 1 8 902.0000 0.7700000 467.8700 1457.464
## INFO [12:37:58.392] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] FREE 1 6 4 5 950.2981 0.7913293 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] BACK 1 8 10 3 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] FREE 9 7 7 5 1005.8898 0.7700000 305.4327 1030.000
## INFO [12:37:58.392] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] FREE 2 6 4 5 902.0000 0.7700000 467.8700 1569.454
## INFO [12:37:58.392] [bbotk] FREE 9 7 4 5 902.0000 0.7700000 467.8700 1007.315
## INFO [12:37:58.392] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] FREE 1 7 4 5 902.0000 0.7873330 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] FREE 1 7 4 5 885.2953 0.7894711 467.8700 1701.841
## INFO [12:37:58.392] [bbotk] FLY 5 7 4 5 902.0000 0.7778192 467.8700 1047.555
## INFO [12:37:58.392] [bbotk] FREE 1 7 4 5 935.6559 0.7700000 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] FREE 1 7 4 5 902.0405 0.7700000 467.8700 1790.544
## INFO [12:37:58.392] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1032.890
## INFO [12:37:58.392] [bbotk] FREE 1 7 8 7 906.7935 0.7700000 467.8700 1426.097
## INFO [12:37:58.392] [bbotk] MEDLEY 1 2 6 5 936.3147 0.7700000 467.8700 1065.849
## INFO [12:37:58.392] [bbotk] BACK 1 7 1 1 957.8191 0.7700000 467.8700 1030.000
## INFO [12:37:58.392] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:58.392] [bbotk] 29.39712 29.61000 30.24000 28.69190 51 NA
## INFO [12:37:58.392] [bbotk] 29.31211 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.24188 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 28.35065 31.95572 21.50292 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.65534 29.61000 36.59758 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.25233 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.45289 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.24188 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 30.97237 26.94976 30.24000 32.29550 51 NA
## INFO [12:37:58.392] [bbotk] 29.24188 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.24188 33.93562 30.24000 23.14185 51 NA
## INFO [12:37:58.392] [bbotk] 22.88064 35.08940 23.50849 30.54623 51 NA
## INFO [12:37:58.392] [bbotk] 30.67076 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 24.18008 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.24188 29.61000 30.30995 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.24188 29.61000 27.43780 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.24188 29.61000 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.54542 29.61000 30.24000 25.21973 51 NA
## INFO [12:37:58.392] [bbotk] 33.21009 34.41368 30.24000 26.85000 51 NA
## INFO [12:37:58.392] [bbotk] 29.24188 29.61000 30.24000 31.15983 51 NA
## INFO [12:37:58.392] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:58.392] [bbotk] 1001 0.17 0.2710147883 7 0.2333643
## INFO [12:37:58.392] [bbotk] 1002 0.02 0.0002877909 1 0.1997064
## INFO [12:37:58.392] [bbotk] 1003 0.02 0.0588235294 1 0.1994186
## INFO [12:37:58.392] [bbotk] 1004 0.27 0.1193931320 6 0.2445908
## INFO [12:37:58.392] [bbotk] 1005 0.22 0.2567963954 6 0.2982013
## INFO [12:37:58.392] [bbotk] 1006 0.00 0.1645554196 5 0.3022179
## INFO [12:37:58.392] [bbotk] 1007 0.00 0.0596882071 2 0.1741042
## INFO [12:37:58.392] [bbotk] 1008 0.12 0.1502267441 3 0.2831891
## INFO [12:37:58.392] [bbotk] 1009 0.22 0.1050016602 5 0.3004584
## INFO [12:37:58.392] [bbotk] 1010 0.02 0.0588235294 1 0.1749689
## INFO [12:37:58.392] [bbotk] 1011 0.27 0.0382645223 3 0.2357710
## INFO [12:37:58.392] [bbotk] 1012 0.42 0.0868862786 4 0.2817128
## INFO [12:37:58.392] [bbotk] 1013 0.02 0.0555312355 4 0.2549499
## INFO [12:37:58.392] [bbotk] 1014 0.12 0.1407270390 5 0.3397410
## INFO [12:37:58.392] [bbotk] 1015 0.02 0.0121442084 2 0.2087280
## INFO [12:37:58.392] [bbotk] 1016 0.12 0.0546771764 3 0.2523847
## INFO [12:37:58.392] [bbotk] 1017 0.07 0.0001745169 1 0.1995932
## INFO [12:37:58.392] [bbotk] 1018 0.17 0.1527147743 6 0.2795944
## INFO [12:37:58.392] [bbotk] 1019 0.37 0.2256830346 7 0.2457962
## INFO [12:37:58.392] [bbotk] 1020 0.00 0.2179374575 5 0.2770858
## INFO [12:37:58.711] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:58.948] [bbotk] Result of batch 52:
## INFO [12:37:58.956] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:58.956] [bbotk] FREE 1 0 4 5 932.8591 0.7700000 467.8700 1389.8490
## INFO [12:37:58.956] [bbotk] BACK 1 2 4 0 1011.7762 0.7700000 467.8700 1528.4652
## INFO [12:37:58.956] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1053.7052
## INFO [12:37:58.956] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 1 5 3 5 902.0000 0.7731932 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 1 7 4 5 902.0000 0.7553402 835.2099 1096.1011
## INFO [12:37:58.956] [bbotk] BACK 2 7 8 5 902.0000 0.7700000 467.8700 1479.1203
## INFO [12:37:58.956] [bbotk] FLY 1 7 11 5 860.7140 0.7801142 467.8700 1304.3989
## INFO [12:37:58.956] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 5 4 3 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 8 7 8 6 900.6286 0.7700000 248.0283 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 1 5 4 9 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] BREAST 1 7 3 4 936.3147 0.7700000 712.5453 1032.6481
## INFO [12:37:58.956] [bbotk] BACK 1 5 4 3 902.0000 0.7820269 467.8700 967.6112
## INFO [12:37:58.956] [bbotk] FREE 1 7 4 5 872.0146 0.7913293 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 6 7 4 5 926.6470 0.7739727 467.8700 1030.0000
## INFO [12:37:58.956] [bbotk] FREE 1 5 4 5 927.4267 0.7700000 467.8700 1339.9683
## INFO [12:37:58.956] [bbotk] FREE 1 5 4 5 1004.9784 0.7700000 337.6697 1030.0000
## INFO [12:37:58.956] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:58.956] [bbotk] 29.65534 25.58388 30.24000 28.98681 52 NA
## INFO [12:37:58.956] [bbotk] 29.65534 29.61000 30.24000 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 25.89058 29.61000 30.10839 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.41784 29.61000 30.24000 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.51628 29.61000 23.60533 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.24188 29.61000 30.24000 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.21730 29.61000 30.24000 23.06121 52 NA
## INFO [12:37:58.956] [bbotk] 29.24188 29.61000 31.79655 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.27461 29.61000 30.24000 30.89296 52 NA
## INFO [12:37:58.956] [bbotk] 29.37414 29.61000 30.24000 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 30.84984 35.02038 30.24000 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.65534 26.05159 30.24000 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.45289 29.61000 30.24000 23.60152 52 NA
## INFO [12:37:58.956] [bbotk] 24.61045 29.61000 30.24000 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.21730 29.61000 30.06304 29.45052 52 NA
## INFO [12:37:58.956] [bbotk] 23.73084 35.72267 30.24000 24.22169 52 NA
## INFO [12:37:58.956] [bbotk] 29.24188 29.61000 37.60561 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.24188 29.61000 30.54111 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 29.24188 29.61000 37.42273 26.85000 52 NA
## INFO [12:37:58.956] [bbotk] 21.43365 29.61000 30.24000 21.61045 52 NA
## INFO [12:37:58.956] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:58.956] [bbotk] 1021 0.17 0.11954970 6 0.2372465
## INFO [12:37:58.956] [bbotk] 1022 0.17 0.24716920 6 0.3261059
## INFO [12:37:58.956] [bbotk] 1023 0.07 0.07439808 4 0.2147325
## INFO [12:37:58.956] [bbotk] 1024 0.00 0.05954459 2 0.2001397
## INFO [12:37:58.956] [bbotk] 1025 0.12 0.13996459 5 0.2184080
## INFO [12:37:58.956] [bbotk] 1026 0.07 0.00000000 0 0.1994186
## INFO [12:37:58.956] [bbotk] 1027 0.17 0.04828340 5 0.2407977
## INFO [12:37:58.956] [bbotk] 1028 0.00 0.20844433 5 0.3229243
## INFO [12:37:58.956] [bbotk] 1029 0.12 0.17097989 7 0.3115750
## INFO [12:37:58.956] [bbotk] 1030 0.00 0.05936553 2 0.1744269
## INFO [12:37:58.956] [bbotk] 1031 0.32 0.20403906 5 0.2858106
## INFO [12:37:58.956] [bbotk] 1032 0.17 0.01549247 2 0.2137866
## INFO [12:37:58.956] [bbotk] 1033 0.22 0.20777076 7 0.2818081
## INFO [12:37:58.956] [bbotk] 1034 0.07 0.13662558 3 0.2189566
## INFO [12:37:58.956] [bbotk] 1035 0.22 0.21766797 9 0.2887486
## INFO [12:37:58.956] [bbotk] 1036 0.27 0.24171482 8 0.2901896
## INFO [12:37:58.956] [bbotk] 1037 0.07 0.03705945 3 0.2364781
## INFO [12:37:58.956] [bbotk] 1038 0.07 0.06914468 4 0.2657284
## INFO [12:37:58.956] [bbotk] 1039 0.00 0.10893276 4 0.1853329
## INFO [12:37:58.956] [bbotk] 1040 0.17 0.16173278 5 0.2551992
## INFO [12:37:59.270] [bbotk] Evaluating 20 configuration(s)
## INFO [12:37:59.469] [bbotk] Result of batch 53:
## INFO [12:37:59.476] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:37:59.476] [bbotk] FREE 1 5 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:59.476] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 937.0077 0.7700000 467.8700 1030.000
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 940.7951 0.7700000 467.8700 1030.000
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 902.0000 0.7361365 650.2286 1466.058
## INFO [12:37:59.476] [bbotk] FREE 1 5 4 5 902.0000 0.7520862 467.8700 1030.000
## INFO [12:37:59.476] [bbotk] FLY 5 1 4 2 902.0000 0.7700000 467.8700 1399.778
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 1013.4280 0.7700000 467.8700 1577.107
## INFO [12:37:59.476] [bbotk] FLY 1 7 4 4 902.0000 0.7951495 467.8700 1439.845
## INFO [12:37:59.476] [bbotk] FREE 1 3 4 5 899.1783 0.7941819 467.8700 1549.513
## INFO [12:37:59.476] [bbotk] FREE 11 5 4 9 938.6562 0.7700000 467.8700 1035.214
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1063.856
## INFO [12:37:59.476] [bbotk] FREE 8 7 3 9 902.0000 0.7700000 467.8700 1521.307
## INFO [12:37:59.476] [bbotk] FREE 1 7 2 5 974.9000 0.7637480 467.8700 1423.692
## INFO [12:37:59.476] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1292.647
## INFO [12:37:59.476] [bbotk] BACK 1 7 4 5 934.0091 0.7483232 467.8700 1291.863
## INFO [12:37:59.476] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 576.3950 1030.000
## INFO [12:37:59.476] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:37:59.476] [bbotk] 29.45792 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.24188 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 27.86011 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.65534 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.24188 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.21997 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.55554 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.24188 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.24188 28.60628 26.24285 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.24188 32.04050 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 25.14522 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 30.57265 34.78816 30.24000 27.80500 53 NA
## INFO [12:37:59.476] [bbotk] 29.34128 29.64227 28.59832 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.24188 33.60873 30.17772 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.24188 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.24188 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 29.41784 32.55042 30.24000 21.63131 53 NA
## INFO [12:37:59.476] [bbotk] 27.92224 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] 30.04492 29.61000 21.80450 27.71326 53 NA
## INFO [12:37:59.476] [bbotk] 29.40573 29.61000 30.24000 26.85000 53 NA
## INFO [12:37:59.476] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:37:59.476] [bbotk] 1041 0.00 0.118532351 3 0.2003039
## INFO [12:37:59.476] [bbotk] 1042 0.07 0.000000000 0 0.1994186
## INFO [12:37:59.476] [bbotk] 1043 0.07 0.005662179 1 0.2046762
## INFO [12:37:59.476] [bbotk] 1044 0.00 0.071860510 3 0.1619384
## INFO [12:37:59.476] [bbotk] 1045 0.02 0.012405286 1 0.2089891
## INFO [12:37:59.476] [bbotk] 1046 0.02 0.013837131 2 0.2102414
## INFO [12:37:59.476] [bbotk] 1047 0.02 0.001285329 1 0.2007040
## INFO [12:37:59.476] [bbotk] 1048 0.02 0.043152394 3 0.2315045
## INFO [12:37:59.476] [bbotk] 1049 0.17 0.078096412 4 0.1942418
## INFO [12:37:59.476] [bbotk] 1050 0.17 0.267050997 6 0.3420268
## INFO [12:37:59.476] [bbotk] 1051 0.07 0.089314523 3 0.2854936
## INFO [12:37:59.476] [bbotk] 1052 0.32 0.176846224 7 0.3048461
## INFO [12:37:59.476] [bbotk] 1053 0.17 0.100797396 7 0.2330389
## INFO [12:37:59.476] [bbotk] 1054 0.12 0.205474563 7 0.2774712
## INFO [12:37:59.476] [bbotk] 1055 0.02 0.002044697 1 0.2014633
## INFO [12:37:59.476] [bbotk] 1056 0.02 0.206142476 4 0.3391049
## INFO [12:37:59.476] [bbotk] 1057 0.12 0.147837533 7 0.2795639
## INFO [12:37:59.476] [bbotk] 1058 0.07 0.021269775 2 0.2202838
## INFO [12:37:59.476] [bbotk] 1059 0.12 0.123439744 7 0.2727352
## INFO [12:37:59.476] [bbotk] 1060 0.00 0.066210267 3 0.1767679
## INFO [12:37:59.818] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:00.050] [bbotk] Result of batch 54:
## INFO [12:38:00.058] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:00.058] [bbotk] BREAST 7 7 12 5 950.2981 0.8043495 467.87000 1057.294
## INFO [12:38:00.058] [bbotk] FREE 1 7 4 5 940.8340 0.7700000 570.54992 1057.294
## INFO [12:38:00.058] [bbotk] FREE 1 5 4 5 899.7811 0.7700000 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] FREE 1 4 8 7 985.9670 0.7700000 78.21823 1030.000
## INFO [12:38:00.058] [bbotk] FREE 7 7 4 5 960.0374 0.7769975 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] BACK 10 5 6 5 902.0000 0.7900803 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] FLY 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] MEDLEY 1 5 4 5 902.0000 0.7700000 537.22652 1004.488
## INFO [12:38:00.058] [bbotk] FREE 7 7 7 5 902.0000 0.7700000 467.87000 1015.182
## INFO [12:38:00.058] [bbotk] FREE 1 7 4 5 910.9826 0.7692192 467.87000 1070.051
## INFO [12:38:00.058] [bbotk] FREE 1 7 4 5 902.5516 0.7700000 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] FREE 1 7 4 5 902.1030 0.7700000 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] MEDLEY 1 7 1 5 978.7648 0.7700000 459.70261 1571.868
## INFO [12:38:00.058] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] FREE 10 2 4 5 905.4441 0.7718345 268.30920 1030.000
## INFO [12:38:00.058] [bbotk] BREAST 1 7 4 5 1015.8438 0.7700000 467.87000 1213.208
## INFO [12:38:00.058] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.87000 1065.849
## INFO [12:38:00.058] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 600.53709 1030.000
## INFO [12:38:00.058] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.058] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:00.058] [bbotk] 29.24188 25.66615 30.63484 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 25.65356 33.39364 34.03967 21.58331 54 NA
## INFO [12:38:00.058] [bbotk] 29.20678 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.58692 29.61000 30.24000 31.52702 54 NA
## INFO [12:38:00.058] [bbotk] 31.23872 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.55554 30.80107 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.65534 29.61000 30.24000 29.85653 54 NA
## INFO [12:38:00.058] [bbotk] 25.97644 29.61000 25.64642 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.24188 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.27460 29.61000 30.09903 25.64941 54 NA
## INFO [12:38:00.058] [bbotk] 29.03985 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.57411 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.24188 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 28.98943 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.34046 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.54427 25.06363 25.63508 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.24188 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.24188 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.37082 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] 29.45456 29.61000 30.24000 26.85000 54 NA
## INFO [12:38:00.058] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:00.058] [bbotk] 1061 0.22 0.217369456 8 0.3260081
## INFO [12:38:00.058] [bbotk] 1062 0.22 0.089478962 7 0.2670219
## INFO [12:38:00.058] [bbotk] 1063 0.02 0.059753631 3 0.1758990
## INFO [12:38:00.058] [bbotk] 1064 0.12 0.255284285 7 0.2584912
## INFO [12:38:00.058] [bbotk] 1065 0.00 0.088715566 4 0.2811771
## INFO [12:38:00.058] [bbotk] 1066 0.00 0.244479057 7 0.3216411
## INFO [12:38:00.058] [bbotk] 1067 0.07 0.134470032 4 0.2230735
## INFO [12:38:00.058] [bbotk] 1068 0.22 0.151172444 6 0.2630730
## INFO [12:38:00.058] [bbotk] 1069 0.02 0.118541998 3 0.2591371
## INFO [12:38:00.058] [bbotk] 1070 0.02 0.012344100 6 0.2058821
## INFO [12:38:00.058] [bbotk] 1071 0.07 0.001023315 2 0.1996463
## INFO [12:38:00.058] [bbotk] 1072 0.02 0.001397939 2 0.2007436
## INFO [12:38:00.058] [bbotk] 1073 0.00 0.178080140 5 0.2260143
## INFO [12:38:00.058] [bbotk] 1074 0.02 0.059858002 2 0.1760034
## INFO [12:38:00.058] [bbotk] 1075 0.32 0.131919614 6 0.2111526
## INFO [12:38:00.058] [bbotk] 1076 0.32 0.143445304 6 0.2920571
## INFO [12:38:00.058] [bbotk] 1077 0.07 0.000000000 0 0.1994186
## INFO [12:38:00.058] [bbotk] 1078 0.00 0.014324753 2 0.2109085
## INFO [12:38:00.058] [bbotk] 1079 0.02 0.008737551 2 0.2081562
## INFO [12:38:00.058] [bbotk] 1080 0.00 0.059695046 2 0.1740974
## INFO [12:38:00.376] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:00.576] [bbotk] Result of batch 55:
## INFO [12:38:00.583] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:00.583] [bbotk] FREE 4 7 4 2 904.8713 0.8021428 467.87000 1343.197
## INFO [12:38:00.583] [bbotk] FREE 3 5 4 5 1013.3899 0.7700000 467.87000 1806.577
## INFO [12:38:00.583] [bbotk] FREE 1 4 1 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] FREE 1 5 4 7 902.0000 0.7700000 467.87000 1607.615
## INFO [12:38:00.583] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] BREAST 1 5 4 5 989.3454 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] FREE 1 5 4 5 902.0000 0.7913293 467.87000 1057.294
## INFO [12:38:00.583] [bbotk] FREE 1 2 6 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] MEDLEY 1 7 2 5 949.5365 0.7700000 89.61381 1030.000
## INFO [12:38:00.583] [bbotk] FREE 1 7 4 5 885.0630 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] FREE 1 3 4 5 975.7698 0.7700000 619.89367 1065.278
## INFO [12:38:00.583] [bbotk] FREE 1 7 4 5 937.1465 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] FREE 8 5 2 1 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] FREE 1 8 7 5 902.0000 0.7252904 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] FREE 1 3 2 5 902.0000 0.7700000 120.86319 1217.962
## INFO [12:38:00.583] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1065.849
## INFO [12:38:00.583] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1065.849
## INFO [12:38:00.583] [bbotk] FREE 2 5 4 5 902.0000 0.7830285 467.87000 1030.000
## INFO [12:38:00.583] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:00.583] [bbotk] 23.34113 34.80848 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.61000 36.05185 23.42521 55 NA
## INFO [12:38:00.583] [bbotk] 29.41784 29.61000 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.45289 29.61000 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.61000 30.24000 27.75715 55 NA
## INFO [12:38:00.583] [bbotk] 27.68979 29.61000 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.61000 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.86723 27.81285 31.57502 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.61000 30.63484 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.61000 22.58917 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 27.62939 29.61000 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.61000 30.24000 21.79092 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 21.61775 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.61000 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.65534 29.61000 22.68490 27.34209 55 NA
## INFO [12:38:00.583] [bbotk] 34.34228 29.61000 23.36437 25.85885 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 32.90850 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 29.61000 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 23.89787 29.61000 29.97753 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] 29.24188 24.31593 30.24000 26.85000 55 NA
## INFO [12:38:00.583] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:00.583] [bbotk] 1081 0.37 0.187169449 7 0.3181860
## INFO [12:38:00.583] [bbotk] 1082 0.17 0.239360514 6 0.3111021
## INFO [12:38:00.583] [bbotk] 1083 0.12 0.118368118 3 0.2001397
## INFO [12:38:00.583] [bbotk] 1084 0.00 0.059688207 2 0.2002833
## INFO [12:38:00.583] [bbotk] 1085 0.12 0.157096137 4 0.2408204
## INFO [12:38:00.583] [bbotk] 1086 0.12 0.065183629 2 0.1977260
## INFO [12:38:00.583] [bbotk] 1087 0.02 0.011342702 1 0.2079265
## INFO [12:38:00.583] [bbotk] 1088 0.17 0.180934319 6 0.2482525
## INFO [12:38:00.583] [bbotk] 1089 0.00 0.065187300 4 0.1723075
## INFO [12:38:00.583] [bbotk] 1090 0.47 0.141484377 3 0.1627500
## INFO [12:38:00.583] [bbotk] 1091 0.00 0.164505285 5 0.2512367
## INFO [12:38:00.583] [bbotk] 1092 0.17 0.031458832 2 0.2289653
## INFO [12:38:00.583] [bbotk] 1093 0.12 0.127492909 5 0.2539163
## INFO [12:38:00.583] [bbotk] 1094 0.02 0.012454472 1 0.2090382
## INFO [12:38:00.583] [bbotk] 1095 0.22 0.263003651 7 0.2836671
## INFO [12:38:00.583] [bbotk] 1096 0.22 0.172262338 6 0.2373674
## INFO [12:38:00.583] [bbotk] 1097 0.17 0.163261140 5 0.2380562
## INFO [12:38:00.583] [bbotk] 1098 0.02 0.002165035 1 0.2015837
## INFO [12:38:00.583] [bbotk] 1099 0.07 0.024881346 3 0.2222598
## INFO [12:38:00.583] [bbotk] 1100 0.12 0.140304301 4 0.2531817
## INFO [12:38:00.892] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:01.108] [bbotk] Result of batch 56:
## INFO [12:38:01.117] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:01.117] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1065.8487
## INFO [12:38:01.117] [bbotk] BACK 1 7 4 5 878.9124 0.8141321 467.8700 1057.2942
## INFO [12:38:01.117] [bbotk] FREE 1 7 4 7 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FLY 1 6 4 5 943.9306 0.7700000 467.8700 974.8865
## INFO [12:38:01.117] [bbotk] FREE 1 7 4 4 902.0000 0.7069582 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 1 6 1 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 1 5 4 5 950.5577 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] MEDLEY 1 6 2 5 902.0000 0.7912718 467.8700 1112.8642
## INFO [12:38:01.117] [bbotk] BACK 1 7 4 3 1018.1178 0.7447940 467.8700 1869.1708
## INFO [12:38:01.117] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] BREAST 6 7 4 5 902.0000 0.7959338 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FLY 1 5 1 0 902.0000 0.7639644 439.8348 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 948.6031
## INFO [12:38:01.117] [bbotk] BACK 1 7 9 1 962.6376 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 1 5 4 5 913.0844 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 1 7 4 5 930.4516 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 5 5 4 3 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] FREE 1 7 4 4 894.0519 0.7700000 467.8700 1030.0000
## INFO [12:38:01.117] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:01.117] [bbotk] 29.21730 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.24188 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.24188 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.40573 29.61000 30.24000 29.39876 56 NA
## INFO [12:38:01.117] [bbotk] 23.30546 34.52896 31.59421 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.45289 34.78170 34.04086 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 23.27335 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.24188 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.24188 22.00840 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 23.39138 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.45456 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.24188 31.95572 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.65534 29.61000 30.24000 31.14072 56 NA
## INFO [12:38:01.117] [bbotk] 29.24188 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 21.90357 23.40408 30.24000 30.55961 56 NA
## INFO [12:38:01.117] [bbotk] 34.22524 27.32877 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.45319 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 29.88398 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] 27.31571 26.14443 30.24000 30.79414 56 NA
## INFO [12:38:01.117] [bbotk] 29.24188 29.61000 30.24000 26.85000 56 NA
## INFO [12:38:01.117] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:01.117] [bbotk] 1101 0.02 0.0022657498 2 0.2014830
## INFO [12:38:01.117] [bbotk] 1102 0.07 0.0758643272 4 0.2752830
## INFO [12:38:01.117] [bbotk] 1103 0.17 0.0588235294 1 0.2435332
## INFO [12:38:01.117] [bbotk] 1104 0.02 0.1493307351 6 0.2734157
## INFO [12:38:01.117] [bbotk] 1105 0.17 0.1167436801 5 0.2539570
## INFO [12:38:01.117] [bbotk] 1106 0.27 0.1504077798 5 0.2245466
## INFO [12:38:01.117] [bbotk] 1107 0.07 0.0832811758 2 0.2822952
## INFO [12:38:01.117] [bbotk] 1108 0.00 0.0760303748 2 0.1694968
## INFO [12:38:01.117] [bbotk] 1109 0.22 0.2144269816 6 0.2871311
## INFO [12:38:01.117] [bbotk] 1110 0.22 0.2375677211 6 0.3020098
## INFO [12:38:01.117] [bbotk] 1111 0.02 0.0008715168 1 0.2002902
## INFO [12:38:01.117] [bbotk] 1112 0.22 0.1309804217 4 0.3193179
## INFO [12:38:01.117] [bbotk] 1113 0.17 0.2613000553 8 0.2858641
## INFO [12:38:01.117] [bbotk] 1114 0.07 0.0000000000 0 0.1994186
## INFO [12:38:01.117] [bbotk] 1115 0.17 0.1365408656 5 0.2285328
## INFO [12:38:01.117] [bbotk] 1116 0.22 0.2272244691 6 0.3464217
## INFO [12:38:01.117] [bbotk] 1117 0.00 0.0636173036 3 0.1701751
## INFO [12:38:01.117] [bbotk] 1118 0.02 0.0127132507 2 0.2092970
## INFO [12:38:01.117] [bbotk] 1119 0.27 0.2176484914 6 0.2975753
## INFO [12:38:01.117] [bbotk] 1120 0.02 0.0616400169 2 0.2041878
## INFO [12:38:01.448] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:01.667] [bbotk] Result of batch 57:
## INFO [12:38:01.683] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:01.683] [bbotk] FREE 1 7 4 3 902.0000 0.7498877 737.9859 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 1 9 4 8 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7312554 467.8700 1539.6151
## INFO [12:38:01.683] [bbotk] FREE 1 8 4 3 939.1134 0.7700000 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] FLY 1 7 4 5 908.1343 0.7586538 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 1 7 4 4 978.3957 0.7700000 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 7 5 4 5 975.1846 0.7700000 811.3577 1783.1536
## INFO [12:38:01.683] [bbotk] FREE 1 7 4 5 902.0000 0.7962634 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 1 5 4 5 1021.7437 0.7759997 467.8700 1665.7748
## INFO [12:38:01.683] [bbotk] FREE 3 5 7 9 902.0000 0.7606458 503.8427 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1065.8487
## INFO [12:38:01.683] [bbotk] FREE 1 7 8 5 914.6157 0.7700000 589.4751 1429.8330
## INFO [12:38:01.683] [bbotk] BACK 6 5 4 5 964.3716 0.7700000 209.5199 1862.5956
## INFO [12:38:01.683] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 1 7 4 5 902.0000 0.7618070 467.8700 938.1543
## INFO [12:38:01.683] [bbotk] FREE 1 0 4 5 977.2180 0.7603640 467.8700 1590.9371
## INFO [12:38:01.683] [bbotk] FREE 1 5 4 5 918.6526 0.7700000 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] FREE 1 7 4 5 928.4129 0.7700000 467.8700 1030.0000
## INFO [12:38:01.683] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:01.683] [bbotk] 29.24188 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 31.62127 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.56926 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.24188 29.61000 30.24000 25.64574 57 NA
## INFO [12:38:01.683] [bbotk] 29.24188 27.76193 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 24.57731 29.85878 31.98824 25.81317 57 NA
## INFO [12:38:01.683] [bbotk] 33.81731 29.61000 34.36725 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.24188 29.61000 36.32464 29.49440 57 NA
## INFO [12:38:01.683] [bbotk] 29.24188 23.51142 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.62194 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.24188 27.18604 26.29226 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.46413 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.21730 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.24188 23.70545 30.24000 24.17345 57 NA
## INFO [12:38:01.683] [bbotk] 29.65534 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.24188 31.95572 30.63484 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 32.08319 29.61000 30.19349 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 34.24799 29.61000 28.28309 21.55379 57 NA
## INFO [12:38:01.683] [bbotk] 29.24188 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] 29.69664 29.61000 30.24000 26.85000 57 NA
## INFO [12:38:01.683] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:01.683] [bbotk] 1121 0.22 0.0788240274 3 0.2589597
## INFO [12:38:01.683] [bbotk] 1122 0.22 0.1273972796 3 0.2103124
## INFO [12:38:01.683] [bbotk] 1123 0.00 0.0601650890 2 0.1736273
## INFO [12:38:01.683] [bbotk] 1124 0.02 0.1019917009 4 0.2868366
## INFO [12:38:01.683] [bbotk] 1125 0.37 0.1379646413 4 0.2643880
## INFO [12:38:01.683] [bbotk] 1126 0.12 0.0935944148 7 0.2841535
## INFO [12:38:01.683] [bbotk] 1127 0.02 0.1175031801 4 0.2487115
## INFO [12:38:01.683] [bbotk] 1128 0.02 0.2425848330 7 0.2859282
## INFO [12:38:01.683] [bbotk] 1129 0.22 0.0279393787 2 0.2262335
## INFO [12:38:01.683] [bbotk] 1130 0.00 0.1421903433 5 0.2200727
## INFO [12:38:01.683] [bbotk] 1131 0.22 0.2607474774 8 0.2790068
## INFO [12:38:01.683] [bbotk] 1132 0.02 0.0009107423 1 0.2003294
## INFO [12:38:01.683] [bbotk] 1133 0.02 0.0022657498 2 0.2014830
## INFO [12:38:01.683] [bbotk] 1134 0.27 0.1313299460 6 0.2660535
## INFO [12:38:01.683] [bbotk] 1135 0.02 0.2665364985 7 0.2975000
## INFO [12:38:01.683] [bbotk] 1136 0.17 0.0691495392 3 0.2029488
## INFO [12:38:01.683] [bbotk] 1137 0.07 0.0186736073 4 0.2151250
## INFO [12:38:01.683] [bbotk] 1138 0.27 0.1741905763 7 0.2984028
## INFO [12:38:01.683] [bbotk] 1139 0.02 0.0647245285 2 0.1690679
## INFO [12:38:01.683] [bbotk] 1140 0.02 0.0112231388 2 0.2078069
## INFO [12:38:01.994] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:02.213] [bbotk] Result of batch 58:
## INFO [12:38:02.222] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:02.222] [bbotk] FLY 1 7 4 0 980.3757 0.7380855 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 11 5 6 2 902.0000 0.7729333 372.1677 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 5 4 5 940.8340 0.7778040 467.8700 1057.294
## INFO [12:38:02.222] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 5 1 5 998.7211 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 7 4 8 1002.8177 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 5 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 12 9 4 5 902.0000 0.7819101 467.8700 1789.094
## INFO [12:38:02.222] [bbotk] FREE 1 0 3 5 902.0000 0.7641600 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 7 6 5 902.0000 0.7700000 467.8700 1575.070
## INFO [12:38:02.222] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 7 4 5 936.3147 0.7839248 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 6 7 10 5 870.9092 0.7700000 433.3764 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 7 9 5 902.0000 0.7700000 603.1372 1030.000
## INFO [12:38:02.222] [bbotk] FLY 4 5 4 5 971.8819 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] FREE 1 7 4 5 932.1579 0.8205856 467.8700 1078.864
## INFO [12:38:02.222] [bbotk] FREE 8 0 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:02.222] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 29.80026 58 NA
## INFO [12:38:02.222] [bbotk] 34.05025 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 34.07419 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.65534 29.61000 29.15423 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 25.16202 30.82435 25.36688 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 23.50404 25.74617 58 NA
## INFO [12:38:02.222] [bbotk] 24.94138 29.49237 30.24000 31.00463 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 25.39722 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.38916 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 21.93825 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.26553 29.88998 30.33775 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] 29.24188 28.68273 39.87295 26.85000 58 NA
## INFO [12:38:02.222] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:02.222] [bbotk] 1141 0.27 0.16548052 5 0.3091537
## INFO [12:38:02.222] [bbotk] 1142 0.22 0.26139891 7 0.2773705
## INFO [12:38:02.222] [bbotk] 1143 0.12 0.09281868 5 0.1656255
## INFO [12:38:02.222] [bbotk] 1144 0.07 0.00000000 0 0.1994186
## INFO [12:38:02.222] [bbotk] 1145 0.00 0.01641986 3 0.2113212
## INFO [12:38:02.222] [bbotk] 1146 0.02 0.15192103 3 0.2243058
## INFO [12:38:02.222] [bbotk] 1147 0.12 0.09454914 2 0.2368410
## INFO [12:38:02.222] [bbotk] 1148 0.17 0.15425714 5 0.2323508
## INFO [12:38:02.222] [bbotk] 1149 0.22 0.02654132 2 0.2223654
## INFO [12:38:02.222] [bbotk] 1150 0.12 0.20442218 7 0.3414612
## INFO [12:38:02.222] [bbotk] 1151 0.12 0.11860130 3 0.1984644
## INFO [12:38:02.222] [bbotk] 1152 0.02 0.09905265 3 0.2377356
## INFO [12:38:02.222] [bbotk] 1153 0.02 0.05882353 1 0.1749689
## INFO [12:38:02.222] [bbotk] 1154 0.00 0.05942706 2 0.1743654
## INFO [12:38:02.222] [bbotk] 1155 0.02 0.01443501 2 0.2110188
## INFO [12:38:02.222] [bbotk] 1156 0.07 0.13079873 4 0.2712961
## INFO [12:38:02.222] [bbotk] 1157 0.17 0.09305895 3 0.2319716
## INFO [12:38:02.222] [bbotk] 1158 0.12 0.20123383 4 0.2947002
## INFO [12:38:02.222] [bbotk] 1159 0.02 0.02339052 6 0.2199743
## INFO [12:38:02.222] [bbotk] 1160 0.32 0.15125557 4 0.2907262
## INFO [12:38:02.606] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:02.833] [bbotk] Result of batch 59:
## INFO [12:38:02.863] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:02.863] [bbotk] FREE 5 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 1 7 4 5 873.6720 0.7700000 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 5 7 4 5 936.8785 0.8225148 467.87000 1158.272
## INFO [12:38:02.863] [bbotk] FREE 1 7 10 5 902.0000 0.7801788 411.98969 1030.000
## INFO [12:38:02.863] [bbotk] FREE 1 5 4 4 902.0000 0.7700000 732.82387 1430.973
## INFO [12:38:02.863] [bbotk] FREE 12 5 4 5 873.8747 0.7700000 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 156.21042 1030.950
## INFO [12:38:02.863] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1057.294
## INFO [12:38:02.863] [bbotk] MEDLEY 1 5 2 5 902.0000 0.8134407 467.87000 1184.866
## INFO [12:38:02.863] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 2 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 10 5 4 5 902.0000 0.7789515 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 1 7 4 5 949.7605 0.7700000 467.87000 1473.510
## INFO [12:38:02.863] [bbotk] FREE 1 7 6 5 885.8795 0.7700000 643.56109 1030.000
## INFO [12:38:02.863] [bbotk] FREE 3 5 4 5 902.0000 0.7700000 739.34538 1092.103
## INFO [12:38:02.863] [bbotk] BREAST 1 9 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 11 3 4 5 902.0000 0.7700000 97.37037 1030.000
## INFO [12:38:02.863] [bbotk] BREAST 1 5 4 5 902.0000 0.7759320 467.87000 1030.000
## INFO [12:38:02.863] [bbotk] FREE 5 4 5 5 902.0000 0.7853752 422.59336 1030.000
## INFO [12:38:02.863] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 26.99323 23.74001 59 NA
## INFO [12:38:02.863] [bbotk] 29.73923 29.61000 38.39115 25.44968 59 NA
## INFO [12:38:02.863] [bbotk] 33.97574 29.61000 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 30.63484 26.97262 59 NA
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 25.39186 26.82244 59 NA
## INFO [12:38:02.863] [bbotk] 28.86288 34.31827 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 33.78074 32.20894 24.02757 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.39526 29.61000 27.90429 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.49059 24.00538 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 30.24000 28.65702 59 NA
## INFO [12:38:02.863] [bbotk] 21.95816 29.61000 27.27385 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 25.32597 29.61000 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.56926 26.49904 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.45289 29.61000 30.24000 28.51521 59 NA
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 27.97544 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.24188 29.61000 36.61128 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] 29.65534 29.61000 30.24000 26.85000 59 NA
## INFO [12:38:02.863] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:02.863] [bbotk] 1161 0.17 0.143412213 4 0.2595576
## INFO [12:38:02.863] [bbotk] 1162 0.07 0.044518808 4 0.2420253
## INFO [12:38:02.863] [bbotk] 1163 0.07 0.106909006 5 0.2866768
## INFO [12:38:02.863] [bbotk] 1164 0.02 0.063944484 3 0.2044418
## INFO [12:38:02.863] [bbotk] 1165 0.00 0.160105337 6 0.1850060
## INFO [12:38:02.863] [bbotk] 1166 0.17 0.142857304 5 0.2590027
## INFO [12:38:02.863] [bbotk] 1167 0.27 0.051311827 5 0.2473932
## INFO [12:38:02.863] [bbotk] 1168 0.02 0.001648398 1 0.2010670
## INFO [12:38:02.863] [bbotk] 1169 0.27 0.240954394 8 0.3106374
## INFO [12:38:02.863] [bbotk] 1170 0.02 0.058823529 1 0.1749689
## INFO [12:38:02.863] [bbotk] 1171 0.07 0.125552879 4 0.2404411
## INFO [12:38:02.863] [bbotk] 1172 0.07 0.141861466 5 0.2530432
## INFO [12:38:02.863] [bbotk] 1173 0.02 0.021252534 2 0.2141804
## INFO [12:38:02.863] [bbotk] 1174 0.12 0.082798092 4 0.2772948
## INFO [12:38:02.863] [bbotk] 1175 0.07 0.091453834 4 0.2316443
## INFO [12:38:02.863] [bbotk] 1176 0.07 0.151600660 6 0.2533169
## INFO [12:38:02.863] [bbotk] 1177 0.17 0.126891018 4 0.2674861
## INFO [12:38:02.863] [bbotk] 1178 0.22 0.147628354 4 0.2796891
## INFO [12:38:02.863] [bbotk] 1179 0.17 0.138467022 4 0.2414575
## INFO [12:38:02.863] [bbotk] 1180 0.12 0.183478774 6 0.2063291
## INFO [12:38:03.192] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:03.410] [bbotk] Result of batch 60:
## INFO [12:38:03.420] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:03.420] [bbotk] FREE 8 9 4 5 902.2077 0.8082369 467.8700 953.1515
## INFO [12:38:03.420] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] BREAST 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] MEDLEY 8 7 3 5 902.0000 0.7700000 549.9737 1065.8487
## INFO [12:38:03.420] [bbotk] FREE 1 7 4 6 902.0000 0.7917164 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.8700 1065.8487
## INFO [12:38:03.420] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 1 6 4 5 902.0000 0.7716520 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 1 5 4 5 913.0844 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 1 7 4 5 940.8246 0.7700000 615.3620 1263.2988
## INFO [12:38:03.420] [bbotk] BREAST 1 7 4 5 902.0000 0.7700000 467.8700 1125.0723
## INFO [12:38:03.420] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.8700 1882.7035
## INFO [12:38:03.420] [bbotk] FREE 6 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] BREAST 1 7 12 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 1 7 10 8 919.3529 0.7700000 467.8700 1314.6511
## INFO [12:38:03.420] [bbotk] FREE 1 9 4 5 1010.2774 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] FREE 11 5 4 5 902.0000 0.7962628 467.8700 1030.0000
## INFO [12:38:03.420] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:03.420] [bbotk] 29.40573 22.35856 31.62526 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 29.61000 34.33231 31.06365 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.21730 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.39221 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 28.49111 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.65534 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 22.65948 29.61000 23.41930 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 24.63503 29.61000 33.34214 23.49950 60 NA
## INFO [12:38:03.420] [bbotk] 33.68315 29.61000 32.55572 28.41321 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 31.95572 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 28.33825 35.24584 25.47559 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 28.62912 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.55554 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] 29.24188 29.61000 30.24000 26.85000 60 NA
## INFO [12:38:03.420] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:03.420] [bbotk] 1181 0.42 0.161715488 8 0.3010389
## INFO [12:38:03.420] [bbotk] 1182 0.02 0.058823529 1 0.1749689
## INFO [12:38:03.420] [bbotk] 1183 0.17 0.117647059 2 0.2337924
## INFO [12:38:03.420] [bbotk] 1184 0.02 0.217669129 7 0.3582642
## INFO [12:38:03.420] [bbotk] 1185 0.17 0.062371967 2 0.1811612
## INFO [12:38:03.420] [bbotk] 1186 0.00 0.014425467 3 0.2108078
## INFO [12:38:03.420] [bbotk] 1187 0.00 0.059439566 2 0.1743528
## INFO [12:38:03.420] [bbotk] 1188 0.17 0.062169909 3 0.1947123
## INFO [12:38:03.420] [bbotk] 1189 0.00 0.060517808 2 0.1732746
## INFO [12:38:03.420] [bbotk] 1190 0.02 0.062751364 2 0.1710410
## INFO [12:38:03.420] [bbotk] 1191 0.27 0.085198215 5 0.2796949
## INFO [12:38:03.420] [bbotk] 1192 0.17 0.064565305 2 0.2596108
## INFO [12:38:03.420] [bbotk] 1193 0.22 0.109060265 5 0.2858460
## INFO [12:38:03.420] [bbotk] 1194 0.07 0.092103831 4 0.2813787
## INFO [12:38:03.420] [bbotk] 1195 0.02 0.058823529 1 0.1749689
## INFO [12:38:03.420] [bbotk] 1196 0.22 0.126742871 3 0.2562568
## INFO [12:38:03.420] [bbotk] 1197 0.32 0.181388124 7 0.2627378
## INFO [12:38:03.420] [bbotk] 1198 0.12 0.099703480 3 0.2370591
## INFO [12:38:03.420] [bbotk] 1199 0.02 0.001285329 1 0.2007040
## INFO [12:38:03.420] [bbotk] 1200 0.02 0.121938366 3 0.2348157
## INFO [12:38:04.033] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:04.232] [bbotk] Result of batch 61:
## INFO [12:38:04.240] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:04.240] [bbotk] FREE 1 5 4 5 902.0000 0.7787436 395.7828 1030.000
## INFO [12:38:04.240] [bbotk] BREAST 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 1 5 4 5 934.3940 0.7700000 467.8700 1341.067
## INFO [12:38:04.240] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1037.828
## INFO [12:38:04.240] [bbotk] FREE 1 7 4 5 936.3147 0.7700000 467.8700 1065.849
## INFO [12:38:04.240] [bbotk] MEDLEY 1 0 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 1 5 4 5 902.4318 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 1 0 4 5 1012.2866 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 1 7 3 3 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 1 0 4 5 902.0000 0.7943117 467.8700 1065.849
## INFO [12:38:04.240] [bbotk] FLY 1 7 11 9 902.0000 0.7902171 467.8700 1265.487
## INFO [12:38:04.240] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 4 5 4 5 902.0000 0.7896220 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FLY 1 7 10 5 934.0091 0.7700000 214.1324 1030.000
## INFO [12:38:04.240] [bbotk] BREAST 10 5 4 6 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] BREAST 1 7 7 8 902.0000 0.7700000 467.8700 1158.855
## INFO [12:38:04.240] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] FREE 10 5 4 5 897.1792 0.7700000 467.8700 1030.000
## INFO [12:38:04.240] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:04.240] [bbotk] 27.02561 25.77427 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.24188 29.61000 32.34473 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.24188 29.61000 24.60444 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.24188 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.24188 29.61000 29.97753 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.21730 29.61000 28.60161 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.40573 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.24188 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 25.50577 29.61000 37.01936 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.24188 29.61000 30.24000 23.54710 61 NA
## INFO [12:38:04.240] [bbotk] 30.55376 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.65534 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.23552 22.91682 30.52837 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.24188 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 32.04137 32.86393 30.24000 23.78496 61 NA
## INFO [12:38:04.240] [bbotk] 22.09670 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.65534 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.24188 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 29.43990 29.61000 30.24000 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] 31.95733 29.61000 36.45324 26.85000 61 NA
## INFO [12:38:04.240] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:04.240] [bbotk] 1201 0.17 0.0886680725 5 0.2019560
## INFO [12:38:04.240] [bbotk] 1202 0.17 0.1242046647 3 0.2291337
## INFO [12:38:04.240] [bbotk] 1203 0.12 0.1066475614 4 0.1896055
## INFO [12:38:04.240] [bbotk] 1204 0.07 0.0004727874 1 0.1998914
## INFO [12:38:04.240] [bbotk] 1205 0.00 0.0151425261 3 0.2100907
## INFO [12:38:04.240] [bbotk] 1206 0.27 0.1228524399 4 0.2615637
## INFO [12:38:04.240] [bbotk] 1207 0.00 0.0596480023 3 0.1741444
## INFO [12:38:04.240] [bbotk] 1208 0.12 0.0979045337 2 0.2356648
## INFO [12:38:04.240] [bbotk] 1209 0.17 0.1540789157 4 0.2857807
## INFO [12:38:04.240] [bbotk] 1210 0.27 0.0815810928 4 0.2202641
## INFO [12:38:04.240] [bbotk] 1211 0.07 0.1993717824 6 0.3323342
## INFO [12:38:04.240] [bbotk] 1212 0.00 0.0130369810 2 0.2096207
## INFO [12:38:04.240] [bbotk] 1213 0.12 0.0857016580 4 0.2000501
## INFO [12:38:04.240] [bbotk] 1214 0.02 0.1208532757 3 0.2337307
## INFO [12:38:04.240] [bbotk] 1215 0.32 0.1842028570 7 0.2884666
## INFO [12:38:04.240] [bbotk] 1216 0.17 0.2645734340 5 0.3382923
## INFO [12:38:04.240] [bbotk] 1217 0.00 0.0605178079 2 0.1732746
## INFO [12:38:04.240] [bbotk] 1218 0.17 0.1842526540 4 0.2677209
## INFO [12:38:04.240] [bbotk] 1219 0.00 0.0596349988 2 0.1741574
## INFO [12:38:04.240] [bbotk] 1220 0.00 0.1498409652 5 0.2372008
## INFO [12:38:04.563] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:04.795] [bbotk] Result of batch 62:
## INFO [12:38:04.804] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:04.804] [bbotk] FREE 1 0 4 7 902.4508 0.7782119 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] MEDLEY 1 7 4 9 902.0000 0.7700000 862.3871 1030.000
## INFO [12:38:04.804] [bbotk] FREE 10 7 10 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 1 7 4 3 887.6574 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 1 6 11 5 934.0091 0.7733276 467.8700 1818.260
## INFO [12:38:04.804] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 1 8 4 5 935.6369 0.7984651 467.8700 1386.767
## INFO [12:38:04.804] [bbotk] FREE 3 7 4 5 984.6737 0.7700000 542.9267 1019.346
## INFO [12:38:04.804] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 1 7 4 7 1018.7646 0.7700000 108.7427 1823.601
## INFO [12:38:04.804] [bbotk] FREE 1 7 9 5 978.0264 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 1 5 4 5 966.5227 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] BREAST 1 7 6 5 904.6506 0.7700000 233.3878 1060.998
## INFO [12:38:04.804] [bbotk] FREE 1 7 6 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 7 7 4 5 902.8333 0.8350563 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FREE 1 2 4 7 911.7996 0.7700000 467.8700 1030.000
## INFO [12:38:04.804] [bbotk] FLY 1 5 4 5 902.0000 0.7700000 926.0042 1638.286
## INFO [12:38:04.804] [bbotk] FREE 12 0 4 5 902.0000 0.7700000 579.9230 1030.000
## INFO [12:38:04.804] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:04.804] [bbotk] 29.24188 29.61000 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 30.75213 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 34.50646 30.24000 28.64357 62 NA
## INFO [12:38:04.804] [bbotk] 29.38916 30.04877 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 29.61000 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.56926 29.61000 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 31.17023 29.61000 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 23.69046 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 29.61000 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 29.61000 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.65534 29.61000 30.24000 29.95642 62 NA
## INFO [12:38:04.804] [bbotk] 29.65534 32.12364 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 29.61000 30.20136 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 28.81976 29.16105 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 35.02619 39.89306 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.56952 29.61000 30.24000 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24010 35.98928 25.19858 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.24188 35.86629 30.81652 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.65534 32.93579 34.10962 26.85000 62 NA
## INFO [12:38:04.804] [bbotk] 29.39221 29.61000 30.24000 26.25984 62 NA
## INFO [12:38:04.804] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:04.804] [bbotk] 1221 0.17 0.11914861 4 0.2517915
## INFO [12:38:04.804] [bbotk] 1222 0.12 0.14648766 4 0.3121645
## INFO [12:38:04.804] [bbotk] 1223 0.27 0.14565883 4 0.2862539
## INFO [12:38:04.804] [bbotk] 1224 0.17 0.06621087 4 0.2463107
## INFO [12:38:04.804] [bbotk] 1225 0.02 0.17713950 5 0.2477348
## INFO [12:38:04.804] [bbotk] 1226 0.00 0.06016509 2 0.1736273
## INFO [12:38:04.804] [bbotk] 1227 0.12 0.10484267 5 0.2275522
## INFO [12:38:04.804] [bbotk] 1228 0.17 0.11636117 5 0.3118204
## INFO [12:38:04.804] [bbotk] 1229 0.02 0.05882353 1 0.1749689
## INFO [12:38:04.804] [bbotk] 1230 0.02 0.05882353 1 0.1749689
## INFO [12:38:04.804] [bbotk] 1231 0.17 0.18767622 6 0.3123280
## INFO [12:38:04.804] [bbotk] 1232 0.00 0.09720536 4 0.2349656
## INFO [12:38:04.804] [bbotk] 1233 0.00 0.08180809 3 0.1752745
## INFO [12:38:04.804] [bbotk] 1234 0.27 0.13843824 7 0.2515026
## INFO [12:38:04.804] [bbotk] 1235 0.32 0.10990104 3 0.2504961
## INFO [12:38:04.804] [bbotk] 1236 0.00 0.06016614 2 0.1736263
## INFO [12:38:04.804] [bbotk] 1237 0.42 0.11019997 6 0.3073310
## INFO [12:38:04.804] [bbotk] 1238 0.37 0.14717540 5 0.2261121
## INFO [12:38:04.804] [bbotk] 1239 0.27 0.20937894 7 0.2813535
## INFO [12:38:04.804] [bbotk] 1240 0.22 0.12816637 5 0.2668493
## INFO [12:38:05.095] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:05.297] [bbotk] Result of batch 63:
## INFO [12:38:05.304] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:05.304] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 1 7 12 5 902.0000 0.7700000 467.8700 1009.3103
## INFO [12:38:05.304] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FLY 11 5 9 5 902.0000 0.8077697 129.6484 976.5439
## INFO [12:38:05.304] [bbotk] FREE 2 7 4 1 902.0000 0.8105903 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 10 1 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 12 7 4 7 902.0000 0.7766494 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 9 6 4 5 918.4256 0.7700000 467.8700 1513.4773
## INFO [12:38:05.304] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] BACK 1 5 4 5 896.2450 0.7700000 467.8700 1737.0747
## INFO [12:38:05.304] [bbotk] FREE 7 1 4 5 902.0000 0.7191756 851.1460 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] MEDLEY 8 5 4 5 934.0091 0.8174572 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1900.3639
## INFO [12:38:05.304] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] FREE 1 2 2 5 909.4859 0.7700000 467.8700 1030.0000
## INFO [12:38:05.304] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:05.304] [bbotk] 22.41981 29.61000 26.37912 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.40573 29.61000 38.50663 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 33.43912 29.61000 27.19664 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 30.68815 29.61000 30.24000 25.49122 63 NA
## INFO [12:38:05.304] [bbotk] 29.56926 22.34641 30.24000 28.68689 63 NA
## INFO [12:38:05.304] [bbotk] 29.24188 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.24188 24.00704 30.24000 29.11557 63 NA
## INFO [12:38:05.304] [bbotk] 29.39473 32.96541 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.24188 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 31.11634 29.61000 28.99794 25.68287 63 NA
## INFO [12:38:05.304] [bbotk] 29.38916 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.56952 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.62194 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.24188 29.61000 26.98855 32.94812 63 NA
## INFO [12:38:05.304] [bbotk] 29.24188 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.37414 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 23.56425 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.24188 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 29.65534 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] 33.63490 29.61000 30.24000 26.85000 63 NA
## INFO [12:38:05.304] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:05.304] [bbotk] 1241 0.12 0.09880797 3 0.2149533
## INFO [12:38:05.304] [bbotk] 1242 0.02 0.08650046 4 0.2270956
## INFO [12:38:05.304] [bbotk] 1243 0.17 0.08550497 3 0.2832412
## INFO [12:38:05.304] [bbotk] 1244 0.12 0.27838631 9 0.3410472
## INFO [12:38:05.304] [bbotk] 1245 0.32 0.16302962 6 0.3133051
## INFO [12:38:05.304] [bbotk] 1246 0.22 0.11764706 2 0.2582422
## INFO [12:38:05.304] [bbotk] 1247 0.32 0.15185998 5 0.3115961
## INFO [12:38:05.304] [bbotk] 1248 0.22 0.16630402 6 0.2957228
## INFO [12:38:05.304] [bbotk] 1249 0.07 0.00000000 0 0.1994186
## INFO [12:38:05.304] [bbotk] 1250 0.07 0.17981322 7 0.2666032
## INFO [12:38:05.304] [bbotk] 1251 0.17 0.15027151 5 0.2777947
## INFO [12:38:05.304] [bbotk] 1252 0.00 0.06016614 2 0.1736263
## INFO [12:38:05.304] [bbotk] 1253 0.02 0.06038093 2 0.2597996
## INFO [12:38:05.304] [bbotk] 1254 0.12 0.23638359 7 0.3024286
## INFO [12:38:05.304] [bbotk] 1255 0.02 0.05882353 1 0.1749689
## INFO [12:38:05.304] [bbotk] 1256 0.00 0.05936553 2 0.1744269
## INFO [12:38:05.304] [bbotk] 1257 0.07 0.02326563 1 0.2222796
## INFO [12:38:05.304] [bbotk] 1258 0.07 0.05256456 1 0.2519832
## INFO [12:38:05.304] [bbotk] 1259 0.00 0.01303698 2 0.2096207
## INFO [12:38:05.304] [bbotk] 1260 0.22 0.13830135 4 0.1584145
## INFO [12:38:05.615] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:05.823] [bbotk] Result of batch 64:
## INFO [12:38:05.830] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:05.830] [bbotk] BREAST 3 7 5 5 902.0000 0.7700000 467.8700 1726.964
## INFO [12:38:05.830] [bbotk] FREE 1 5 4 9 902.0000 0.7700000 412.3794 1030.000
## INFO [12:38:05.830] [bbotk] FREE 1 5 4 5 1016.7113 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] FREE 12 5 4 5 902.0000 0.7700000 569.0763 1030.000
## INFO [12:38:05.830] [bbotk] BACK 6 5 4 7 902.0000 0.7700000 467.8700 1431.160
## INFO [12:38:05.830] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] BREAST 1 8 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] FREE 1 5 4 5 902.1020 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] FREE 1 5 4 6 902.0000 0.7700000 109.7394 1030.000
## INFO [12:38:05.830] [bbotk] FREE 1 7 4 2 902.0000 0.7756297 467.8700 1063.507
## INFO [12:38:05.830] [bbotk] BREAST 6 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] MEDLEY 1 7 4 5 897.1231 0.7982288 909.2818 1030.000
## INFO [12:38:05.830] [bbotk] FREE 12 9 4 5 859.8648 0.7700000 467.8700 1695.209
## INFO [12:38:05.830] [bbotk] FREE 9 5 9 5 896.2824 0.7700000 467.8700 1095.455
## INFO [12:38:05.830] [bbotk] FREE 1 7 9 5 935.8973 0.7520881 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] BACK 1 0 4 5 974.3675 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:05.830] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:05.830] [bbotk] 28.63709 36.17418 30.24000 31.29058 64 NA
## INFO [12:38:05.830] [bbotk] 25.94986 29.61000 30.24000 26.67150 64 NA
## INFO [12:38:05.830] [bbotk] 28.64800 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.50283 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.31833 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.24188 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 26.63003 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.64726 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.56952 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.24188 29.61000 30.24000 22.34574 64 NA
## INFO [12:38:05.830] [bbotk] 29.62194 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.45456 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 31.33184 31.95572 30.63484 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.45289 23.51683 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.40870 29.61000 36.07454 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.55938 31.90728 34.62083 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.24188 31.58382 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 29.40275 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] 30.87242 29.61000 30.24000 28.33649 64 NA
## INFO [12:38:05.830] [bbotk] 29.65534 29.61000 30.24000 26.85000 64 NA
## INFO [12:38:05.830] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:05.830] [bbotk] 1261 0.47 0.268839355 7 0.2800803
## INFO [12:38:05.830] [bbotk] 1262 0.07 0.135468828 5 0.2157523
## INFO [12:38:05.830] [bbotk] 1263 0.02 0.101906052 3 0.1953725
## INFO [12:38:05.830] [bbotk] 1264 0.00 0.124978811 4 0.2347407
## INFO [12:38:05.830] [bbotk] 1265 0.12 0.259834966 6 0.3435592
## INFO [12:38:05.830] [bbotk] 1266 0.02 0.058823529 1 0.1749689
## INFO [12:38:05.830] [bbotk] 1267 0.17 0.128349811 3 0.2685403
## INFO [12:38:05.830] [bbotk] 1268 0.00 0.060520827 3 0.1732716
## INFO [12:38:05.830] [bbotk] 1269 0.07 0.141150011 4 0.2151874
## INFO [12:38:05.830] [bbotk] 1270 0.27 0.084432206 4 0.2147091
## INFO [12:38:05.830] [bbotk] 1271 0.12 0.119204464 3 0.3186231
## INFO [12:38:05.830] [bbotk] 1272 0.00 0.059695046 2 0.1740974
## INFO [12:38:05.830] [bbotk] 1273 0.12 0.111368045 7 0.3032464
## INFO [12:38:05.830] [bbotk] 1274 0.32 0.197244234 6 0.3367148
## INFO [12:38:05.830] [bbotk] 1275 0.00 0.201311768 7 0.2830833
## INFO [12:38:05.830] [bbotk] 1276 0.00 0.097620304 6 0.2295270
## INFO [12:38:05.830] [bbotk] 1277 0.12 0.007653742 1 0.2070724
## INFO [12:38:05.830] [bbotk] 1278 0.00 0.059482774 2 0.1743096
## INFO [12:38:05.830] [bbotk] 1279 0.07 0.157452683 5 0.2814195
## INFO [12:38:05.830] [bbotk] 1280 0.00 0.060517808 2 0.1732746
## INFO [12:38:06.157] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:06.359] [bbotk] Result of batch 65:
## INFO [12:38:06.366] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:06.366] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 7 4 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 1 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 7 4 5 902.0000 0.7507068 513.7225 1030.000
## INFO [12:38:06.366] [bbotk] FREE 6 7 4 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 10 5 4 5 966.1040 0.7700000 657.7279 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 5 4 5 950.2981 0.7700000 467.8700 1057.294
## INFO [12:38:06.366] [bbotk] BACK 1 6 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 5 4 5 906.6168 0.7700000 372.2492 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 7 4 5 919.6495 0.7815631 467.8700 1469.306
## INFO [12:38:06.366] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 1 4 4 985.7685 0.7700000 467.8700 1030.000
## INFO [12:38:06.366] [bbotk] FREE 1 2 4 9 869.9912 0.7700000 964.3992 1030.000
## INFO [12:38:06.366] [bbotk] BREAST 10 4 4 5 902.0000 0.7625975 594.6757 1357.164
## INFO [12:38:06.366] [bbotk] BACK 1 7 4 5 902.0000 0.7532967 467.8700 1335.449
## INFO [12:38:06.366] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:06.366] [bbotk] 29.65534 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 31.65080 30.24000 30.64376 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 29.24203 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 28.08078 31.45370 21.74502 65 NA
## INFO [12:38:06.366] [bbotk] 25.46749 29.61000 35.25613 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 29.61000 30.24000 27.74112 65 NA
## INFO [12:38:06.366] [bbotk] 29.36258 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 33.05089 29.61000 21.42970 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.65534 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.56926 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 35.61880 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.37507 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.72556 29.61000 30.24000 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.39072 28.88676 24.80776 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.44437 29.61000 29.28794 26.85000 65 NA
## INFO [12:38:06.366] [bbotk] 29.24188 22.53092 30.24000 32.48650 65 NA
## INFO [12:38:06.366] [bbotk] 29.65534 35.16681 30.24000 28.75021 65 NA
## INFO [12:38:06.366] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:06.366] [bbotk] 1281 0.02 0.0016942785 1 0.2011129
## INFO [12:38:06.366] [bbotk] 1282 0.17 0.0858270115 3 0.2264302
## INFO [12:38:06.366] [bbotk] 1283 0.22 0.0602503939 2 0.1997210
## INFO [12:38:06.366] [bbotk] 1284 0.27 0.0413889954 5 0.2314660
## INFO [12:38:06.366] [bbotk] 1285 0.12 0.1487421636 4 0.3224224
## INFO [12:38:06.366] [bbotk] 1286 0.02 0.0588235294 1 0.1749689
## INFO [12:38:06.366] [bbotk] 1287 0.07 0.0633076222 2 0.2627263
## INFO [12:38:06.366] [bbotk] 1288 0.00 0.1526054939 5 0.2408378
## INFO [12:38:06.366] [bbotk] 1289 0.00 0.0775867809 3 0.1677564
## INFO [12:38:06.366] [bbotk] 1290 0.22 0.1607053620 4 0.2898666
## INFO [12:38:06.366] [bbotk] 1291 0.00 0.0718605104 3 0.1619384
## INFO [12:38:06.366] [bbotk] 1292 0.02 0.0013415596 1 0.2007602
## INFO [12:38:06.366] [bbotk] 1293 0.02 0.0663763239 3 0.1792497
## INFO [12:38:06.366] [bbotk] 1294 0.27 0.0579748620 4 0.2506697
## INFO [12:38:06.366] [bbotk] 1295 0.02 0.0005457984 1 0.1999644
## INFO [12:38:06.366] [bbotk] 1296 0.02 0.0019820434 1 0.2014007
## INFO [12:38:06.366] [bbotk] 1297 0.12 0.1676705020 6 0.2334138
## INFO [12:38:06.366] [bbotk] 1298 0.27 0.1635098582 6 0.2435990
## INFO [12:38:06.366] [bbotk] 1299 0.27 0.2610978795 8 0.3967816
## INFO [12:38:06.366] [bbotk] 1300 0.32 0.1128032609 6 0.2860699
## INFO [12:38:06.668] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:06.880] [bbotk] Result of batch 66:
## INFO [12:38:06.887] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:06.887] [bbotk] FREE 1 7 4 5 908.1007 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 7 4 5 908.7498 0.7700000 467.8700 1693.9214
## INFO [12:38:06.887] [bbotk] FREE 1 7 4 5 902.0000 0.7731305 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 11 7 4 5 978.6911 0.7970358 467.8700 1574.9735
## INFO [12:38:06.887] [bbotk] FREE 1 5 4 8 902.0000 0.7700000 467.8700 1620.7428
## INFO [12:38:06.887] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 1 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1309.8050
## INFO [12:38:06.887] [bbotk] FREE 1 7 4 7 902.0000 0.7700000 823.5479 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 4 7 10 6 902.0000 0.7700000 210.1853 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 5 4 4 5 933.3862 0.7659980 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FLY 1 5 4 5 902.0000 0.7700000 518.4212 961.6252
## INFO [12:38:06.887] [bbotk] FREE 1 1 4 5 902.4318 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 9 7 4 7 864.8573 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 7 11 4 902.0000 0.7905659 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 3 4 8 957.8919 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] FREE 1 7 4 5 927.2252 0.7700000 467.8700 1030.0000
## INFO [12:38:06.887] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:06.887] [bbotk] 29.26030 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.83610 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 33.51088 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 21.59316 29.88900 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.24188 36.06428 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 34.96443 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.24188 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.24188 30.51237 29.68718 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.24188 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 31.20282 29.99994 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.38916 26.91803 30.24000 26.53534 66 NA
## INFO [12:38:06.887] [bbotk] 29.24188 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 34.03823 29.61000 34.33687 27.22478 66 NA
## INFO [12:38:06.887] [bbotk] 29.40573 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 21.77934 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.65534 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.56926 29.61000 30.24000 31.17914 66 NA
## INFO [12:38:06.887] [bbotk] 29.31833 29.61000 30.24000 25.62602 66 NA
## INFO [12:38:06.887] [bbotk] 29.24188 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] 29.24188 29.61000 30.24000 26.85000 66 NA
## INFO [12:38:06.887] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:06.887] [bbotk] 1301 0.02 0.002237327 2 0.1988211
## INFO [12:38:06.887] [bbotk] 1302 0.00 0.061258518 2 0.1725339
## INFO [12:38:06.887] [bbotk] 1303 0.07 0.059981992 3 0.2565658
## INFO [12:38:06.887] [bbotk] 1304 0.07 0.032936090 3 0.2319501
## INFO [12:38:06.887] [bbotk] 1305 0.17 0.148357580 5 0.3308820
## INFO [12:38:06.887] [bbotk] 1306 0.02 0.176773967 4 0.2596891
## INFO [12:38:06.887] [bbotk] 1307 0.02 0.058823529 1 0.1749689
## INFO [12:38:06.887] [bbotk] 1308 0.22 0.064044985 3 0.2029576
## INFO [12:38:06.887] [bbotk] 1309 0.00 0.075722005 2 0.1813588
## INFO [12:38:06.887] [bbotk] 1310 0.12 0.090379654 4 0.2514202
## INFO [12:38:06.887] [bbotk] 1311 0.27 0.205040859 7 0.2776435
## INFO [12:38:06.887] [bbotk] 1312 0.02 0.129422969 4 0.2658754
## INFO [12:38:06.887] [bbotk] 1313 0.17 0.159209181 7 0.2385524
## INFO [12:38:06.887] [bbotk] 1314 0.17 0.059648002 3 0.1999371
## INFO [12:38:06.887] [bbotk] 1315 0.22 0.161388645 4 0.3460983
## INFO [12:38:06.887] [bbotk] 1316 0.00 0.013036981 2 0.2096207
## INFO [12:38:06.887] [bbotk] 1317 0.00 0.144133079 5 0.2211364
## INFO [12:38:06.887] [bbotk] 1318 0.07 0.143925158 5 0.2097088
## INFO [12:38:06.887] [bbotk] 1319 0.02 0.058823529 1 0.1749689
## INFO [12:38:06.887] [bbotk] 1320 0.07 0.008938770 1 0.2055225
## INFO [12:38:07.248] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:07.456] [bbotk] Result of batch 67:
## INFO [12:38:07.464] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:07.464] [bbotk] FREE 1 1 11 5 902.0000 0.8001622 416.6398 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 3 4 5 902.0000 0.7445811 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 9 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] MEDLEY 1 5 4 5 897.4481 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] BREAST 1 5 8 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 7 7 2 3 902.0000 0.7809338 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 5 4 5 902.0000 0.7821193 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1579.840
## INFO [12:38:07.464] [bbotk] FREE 1 4 11 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 12 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 3 6 4 5 1007.9432 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 8 4 5 902.0000 0.8117641 467.8700 1707.010
## INFO [12:38:07.464] [bbotk] FREE 1 7 1 5 902.0000 0.7700000 467.8700 1525.585
## INFO [12:38:07.464] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 7 4 5 902.0000 0.7976201 755.1117 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 9 4 2 902.0000 0.7700000 278.5608 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 7 4 5 902.0000 0.7656889 467.8700 1030.000
## INFO [12:38:07.464] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1072.750
## INFO [12:38:07.464] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:07.464] [bbotk] 29.50419 29.61000 30.24000 28.09217 67 NA
## INFO [12:38:07.464] [bbotk] 29.24188 29.61000 30.24000 32.49060 67 NA
## INFO [12:38:07.464] [bbotk] 29.24188 29.61000 30.24000 32.78255 67 NA
## INFO [12:38:07.464] [bbotk] 29.45878 29.61000 40.04444 23.78192 67 NA
## INFO [12:38:07.464] [bbotk] 29.60896 29.61000 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.24188 33.74600 26.64953 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.65534 29.61000 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 22.69047 29.61000 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.24188 29.61000 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.56926 29.61000 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.65534 29.61000 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.65534 26.01780 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.45882 29.61000 23.88364 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.41327 29.61000 30.24000 23.24005 67 NA
## INFO [12:38:07.464] [bbotk] 29.42024 29.61000 38.42643 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.69979 29.61000 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 27.14317 29.61000 35.54911 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 32.67296 28.50805 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.41575 29.61000 30.14224 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] 29.24188 29.61000 30.24000 26.85000 67 NA
## INFO [12:38:07.464] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:07.464] [bbotk] 1321 0.07 0.133071020 6 0.2130676
## INFO [12:38:07.464] [bbotk] 1322 0.12 0.091360201 3 0.2186235
## INFO [12:38:07.464] [bbotk] 1323 0.17 0.088675838 2 0.2292709
## INFO [12:38:07.464] [bbotk] 1324 0.17 0.166134542 6 0.2614178
## INFO [12:38:07.464] [bbotk] 1325 0.00 0.060327751 2 0.1734647
## INFO [12:38:07.464] [bbotk] 1326 0.47 0.203695083 5 0.2831820
## INFO [12:38:07.464] [bbotk] 1327 0.12 0.179951439 5 0.3129138
## INFO [12:38:07.464] [bbotk] 1328 0.02 0.087649986 3 0.2005274
## INFO [12:38:07.464] [bbotk] 1329 0.02 0.033206930 1 0.2326256
## INFO [12:38:07.464] [bbotk] 1330 0.00 0.177812148 4 0.1756410
## INFO [12:38:07.464] [bbotk] 1331 0.02 0.060517808 2 0.2599364
## INFO [12:38:07.464] [bbotk] 1332 0.12 0.170812386 5 0.2987965
## INFO [12:38:07.464] [bbotk] 1333 0.12 0.079516718 3 0.1938841
## INFO [12:38:07.464] [bbotk] 1334 0.32 0.125402370 5 0.2640853
## INFO [12:38:07.464] [bbotk] 1335 0.07 0.114990710 4 0.2390111
## INFO [12:38:07.464] [bbotk] 1336 0.02 0.001876417 1 0.2012951
## INFO [12:38:07.464] [bbotk] 1337 0.07 0.047428347 4 0.2464423
## INFO [12:38:07.464] [bbotk] 1338 0.57 0.147693856 5 0.2207828
## INFO [12:38:07.464] [bbotk] 1339 0.02 0.001721524 3 0.1991221
## INFO [12:38:07.464] [bbotk] 1340 0.00 0.061405381 2 0.1723870
## INFO [12:38:07.752] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:07.944] [bbotk] Result of batch 68:
## INFO [12:38:07.957] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:07.957] [bbotk] FREE 1 9 4 7 876.9440 0.7350169 454.2890 1030.0000
## INFO [12:38:07.957] [bbotk] BREAST 3 5 4 4 902.0000 0.7704254 467.8700 1263.2805
## INFO [12:38:07.957] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 5 4 2 902.0000 0.7734991 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] BACK 5 0 4 5 902.0000 0.7700000 247.2583 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] BACK 1 7 4 6 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 7 4 5 902.0000 0.7635457 307.7760 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 5 4 8 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 7 4 5 896.3767 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] BACK 1 7 4 5 980.3737 0.7775774 295.8322 1014.6003
## INFO [12:38:07.957] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1072.7503
## INFO [12:38:07.957] [bbotk] FREE 1 5 4 5 902.0000 0.7913293 467.8700 1057.2942
## INFO [12:38:07.957] [bbotk] FREE 1 5 4 5 901.5872 0.7700000 467.8700 1030.0000
## INFO [12:38:07.957] [bbotk] FREE 1 7 4 5 902.0000 0.7807501 467.8700 941.4356
## INFO [12:38:07.957] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:07.957] [bbotk] 29.24188 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.24188 29.61000 30.24000 28.06277 68 NA
## INFO [12:38:07.957] [bbotk] 29.24188 29.61000 35.34571 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.24188 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.40275 27.88427 36.69044 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.03690 29.69982 35.70427 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.64904 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.53273 29.61000 30.24000 27.92604 68 NA
## INFO [12:38:07.957] [bbotk] 29.43990 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 26.69005 34.56880 37.54693 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.56952 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.45289 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 31.67662 36.01526 28.63750 24.33420 68 NA
## INFO [12:38:07.957] [bbotk] 33.35840 26.19321 24.03552 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.59986 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.24188 25.09441 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.24188 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.24188 31.95572 30.63484 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.24188 29.61000 30.24000 26.85000 68 NA
## INFO [12:38:07.957] [bbotk] 29.24188 29.61000 30.24000 31.01434 68 NA
## INFO [12:38:07.957] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:07.957] [bbotk] 1341 0.17 0.1330824153 5 0.2561394
## INFO [12:38:07.957] [bbotk] 1342 0.17 0.2555549320 7 0.2803166
## INFO [12:38:07.957] [bbotk] 1343 0.17 0.0747311503 2 0.1895879
## INFO [12:38:07.957] [bbotk] 1344 0.02 0.0588235294 1 0.1749689
## INFO [12:38:07.957] [bbotk] 1345 0.27 0.1456671011 6 0.2189367
## INFO [12:38:07.957] [bbotk] 1346 0.22 0.2083345413 7 0.3484272
## INFO [12:38:07.957] [bbotk] 1347 0.00 0.0604920093 2 0.1733004
## INFO [12:38:07.957] [bbotk] 1348 0.12 0.1242535335 4 0.2369267
## INFO [12:38:07.957] [bbotk] 1349 0.02 0.0008114694 1 0.2002301
## INFO [12:38:07.957] [bbotk] 1350 0.22 0.0524510178 3 0.2514650
## INFO [12:38:07.957] [bbotk] 1351 0.00 0.0601661413 2 0.1736263
## INFO [12:38:07.957] [bbotk] 1352 0.00 0.0596882071 2 0.1741042
## INFO [12:38:07.957] [bbotk] 1353 0.32 0.0634273656 6 0.2570444
## INFO [12:38:07.957] [bbotk] 1354 0.27 0.1670956834 5 0.2441785
## INFO [12:38:07.957] [bbotk] 1355 0.02 0.0034595942 2 0.2028782
## INFO [12:38:07.957] [bbotk] 1356 0.22 0.1169191851 6 0.2776728
## INFO [12:38:07.957] [bbotk] 1357 0.02 0.0025818514 1 0.2020005
## INFO [12:38:07.957] [bbotk] 1358 0.02 0.0742831117 5 0.1665908
## INFO [12:38:07.957] [bbotk] 1359 0.02 0.0589698155 2 0.1751152
## INFO [12:38:07.957] [bbotk] 1360 0.12 0.0280600299 3 0.2274787
## INFO [12:38:08.328] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:08.550] [bbotk] Result of batch 69:
## INFO [12:38:08.560] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:08.560] [bbotk] FREE 1 5 4 5 967.7703 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.8700 1612.025
## INFO [12:38:08.560] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 10 5 11 5 902.0000 0.7700000 418.9036 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 400.1565 1629.281
## INFO [12:38:08.560] [bbotk] MEDLEY 1 2 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] BACK 3 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 3 7 4 5 863.3948 0.7523447 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 7 4 5 950.2981 0.7913293 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 6 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 5 4 2 902.0000 0.7700000 586.3959 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 6 7 4 3 902.0192 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 11 5 8 5 902.1802 0.7700000 742.6340 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 5 4 0 898.8551 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 1 4 5 902.0000 0.7700000 805.1849 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:08.560] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 621.0416 1030.000
## INFO [12:38:08.560] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:08.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.24188 21.59379 39.62619 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.24188 24.55176 22.62343 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.37671 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.24188 29.61000 30.24000 31.89278 69 NA
## INFO [12:38:08.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.65534 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 28.43652 29.61000 27.42405 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 27.67520 29.61000 23.17184 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.36186 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.38450 31.14804 33.50614 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 33.01598 29.61000 26.11632 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 22.54832 29.61000 30.24000 27.68458 69 NA
## INFO [12:38:08.560] [bbotk] 29.56926 32.14788 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 29.65772 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] 27.37262 29.61000 30.24000 26.85000 69 NA
## INFO [12:38:08.560] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:08.560] [bbotk] 1361 0.00 0.08212981 2 0.1755962
## INFO [12:38:08.560] [bbotk] 1362 0.07 0.00000000 0 0.1994186
## INFO [12:38:08.560] [bbotk] 1363 0.22 0.15430215 4 0.3281669
## INFO [12:38:08.560] [bbotk] 1364 0.02 0.05882353 1 0.1749689
## INFO [12:38:08.560] [bbotk] 1365 0.27 0.22284505 6 0.2995912
## INFO [12:38:08.560] [bbotk] 1366 0.00 0.09920633 3 0.2048432
## INFO [12:38:08.560] [bbotk] 1367 0.22 0.11819958 3 0.1999712
## INFO [12:38:08.560] [bbotk] 1368 0.02 0.20184561 4 0.2938376
## INFO [12:38:08.560] [bbotk] 1369 0.12 0.07538848 3 0.2690374
## INFO [12:38:08.560] [bbotk] 1370 0.00 0.01303698 2 0.2096207
## INFO [12:38:08.560] [bbotk] 1371 0.02 0.02060003 2 0.2171838
## INFO [12:38:08.560] [bbotk] 1372 0.27 0.12972072 4 0.1996385
## INFO [12:38:08.560] [bbotk] 1373 0.37 0.15342297 5 0.2260931
## INFO [12:38:08.560] [bbotk] 1374 0.00 0.05931521 2 0.1744772
## INFO [12:38:08.560] [bbotk] 1375 0.17 0.13437837 6 0.2949483
## INFO [12:38:08.560] [bbotk] 1376 0.12 0.22184964 7 0.3012089
## INFO [12:38:08.560] [bbotk] 1377 0.07 0.15038973 5 0.2327207
## INFO [12:38:08.560] [bbotk] 1378 0.22 0.09087834 4 0.2314734
## INFO [12:38:08.560] [bbotk] 1379 0.00 0.06052757 2 0.1732648
## INFO [12:38:08.560] [bbotk] 1380 0.07 0.07596124 3 0.1878618
## INFO [12:38:08.862] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:09.061] [bbotk] Result of batch 70:
## INFO [12:38:09.069] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:09.069] [bbotk] FLY 1 9 2 5 902.0000 0.7632791 399.9120 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 7 4 5 893.8963 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 9 7 4 5 902.0000 0.7700000 467.8700 1844.249
## INFO [12:38:09.069] [bbotk] FREE 5 2 6 7 981.0701 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 7 4 5 901.5713 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 7 4 5 918.6832 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 6 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 5 4 5 876.7176 0.7700000 192.2758 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] BACK 1 9 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] BACK 6 7 4 3 902.0000 0.7700000 467.8700 1262.133
## INFO [12:38:09.069] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:09.069] [bbotk] MEDLEY 1 4 6 5 963.3900 0.7462452 467.8700 1766.401
## INFO [12:38:09.069] [bbotk] FREE 1 7 4 5 976.1181 0.7700000 467.8700 1057.294
## INFO [12:38:09.069] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.71008 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 28.73007 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 25.55313 29.61000 24.39788 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 30.24000 26.60959 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 38.24697 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 31.99493 35.51873 30.24000 25.44960 70 NA
## INFO [12:38:09.069] [bbotk] 31.64201 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.65772 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.68777 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 33.80486 24.47578 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.37833 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.65534 29.61000 30.24000 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 37.87883 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] 29.24188 29.61000 40.20463 26.85000 70 NA
## INFO [12:38:09.069] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:09.069] [bbotk] 1381 0.22 0.1817738720 5 0.2301459
## INFO [12:38:09.069] [bbotk] 1382 0.00 0.0607421427 2 0.1730503
## INFO [12:38:09.069] [bbotk] 1383 0.12 0.0049688755 2 0.2039829
## INFO [12:38:09.069] [bbotk] 1384 0.22 0.1413167722 4 0.3149930
## INFO [12:38:09.069] [bbotk] 1385 0.17 0.2645230330 6 0.2827241
## INFO [12:38:09.069] [bbotk] 1386 0.07 0.0001519304 1 0.1995706
## INFO [12:38:09.069] [bbotk] 1387 0.07 0.0000000000 0 0.1994186
## INFO [12:38:09.069] [bbotk] 1388 0.12 0.0308587665 2 0.2274425
## INFO [12:38:09.069] [bbotk] 1389 0.27 0.1588869936 5 0.2330258
## INFO [12:38:09.069] [bbotk] 1390 0.02 0.0946709246 4 0.1932471
## INFO [12:38:09.069] [bbotk] 1391 0.02 0.0588235294 1 0.1749689
## INFO [12:38:09.069] [bbotk] 1392 0.07 0.0000000000 0 0.1994186
## INFO [12:38:09.069] [bbotk] 1393 0.02 0.0588235294 1 0.1749689
## INFO [12:38:09.069] [bbotk] 1394 0.00 0.0605275741 2 0.1732648
## INFO [12:38:09.069] [bbotk] 1395 0.00 0.0606507170 2 0.1731417
## INFO [12:38:09.069] [bbotk] 1396 0.22 0.1995244115 5 0.2793838
## INFO [12:38:09.069] [bbotk] 1397 0.22 0.1913883155 5 0.3433845
## INFO [12:38:09.069] [bbotk] 1398 0.00 0.0605178079 2 0.1732746
## INFO [12:38:09.069] [bbotk] 1399 0.02 0.2703801293 7 0.2958819
## INFO [12:38:09.069] [bbotk] 1400 0.07 0.0589591256 3 0.2555429
## INFO [12:38:09.381] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:09.613] [bbotk] Result of batch 71:
## INFO [12:38:09.624] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:09.624] [bbotk] FREE 4 7 4 5 902.0000 0.7700000 467.8700 1136.2108
## INFO [12:38:09.624] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] FREE 8 7 7 5 902.0000 0.7529816 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] FREE 1 3 4 5 902.4318 0.7700000 467.8700 984.4165
## INFO [12:38:09.624] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] FREE 4 5 1 5 902.0000 0.7780492 364.6681 1030.0000
## INFO [12:38:09.624] [bbotk] MEDLEY 10 3 4 5 902.0000 0.7691783 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] MEDLEY 1 7 12 5 902.0000 0.7700000 467.8700 1105.8963
## INFO [12:38:09.624] [bbotk] FREE 1 5 12 5 902.0000 0.7700000 467.8700 1099.8967
## INFO [12:38:09.624] [bbotk] BACK 1 7 3 8 902.0000 0.7587037 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] FREE 6 5 4 9 882.5200 0.7181827 467.8700 1584.2996
## INFO [12:38:09.624] [bbotk] FREE 1 7 4 5 902.0000 0.7799020 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] FLY 1 7 4 5 950.2981 0.7913293 498.4331 1057.2942
## INFO [12:38:09.624] [bbotk] FREE 1 7 4 9 902.0000 0.7700000 634.3171 1030.0000
## INFO [12:38:09.624] [bbotk] FREE 1 7 4 6 890.0558 0.7700000 467.8700 1030.0000
## INFO [12:38:09.624] [bbotk] BREAST 1 5 4 8 902.0000 0.7700000 525.6213 1030.0000
## INFO [12:38:09.624] [bbotk] BACK 1 1 4 5 902.0000 0.7452929 467.8700 1391.8788
## INFO [12:38:09.624] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:09.624] [bbotk] 29.24188 23.46281 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.44819 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.56926 29.61000 39.53033 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.24188 29.61000 30.24000 27.30009 71 NA
## INFO [12:38:09.624] [bbotk] 29.24188 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.24188 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.24188 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.65772 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.24188 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.24188 29.61000 30.24000 21.89922 71 NA
## INFO [12:38:09.624] [bbotk] 33.38666 29.61000 30.24000 23.05661 71 NA
## INFO [12:38:09.624] [bbotk] 29.24188 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.82168 29.61000 23.54057 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.26534 24.20636 30.24000 32.07422 71 NA
## INFO [12:38:09.624] [bbotk] 30.15334 31.50052 32.24664 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 27.81387 21.59347 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 23.37046 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.65772 27.48529 33.02064 32.82972 71 NA
## INFO [12:38:09.624] [bbotk] 21.49409 36.39030 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] 29.65534 29.61000 30.24000 26.85000 71 NA
## INFO [12:38:09.624] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:09.624] [bbotk] 1401 0.17 0.089074475 3 0.2873686
## INFO [12:38:09.624] [bbotk] 1402 0.00 0.059668974 2 0.1741234
## INFO [12:38:09.624] [bbotk] 1403 0.02 0.150714862 5 0.2857484
## INFO [12:38:09.624] [bbotk] 1404 0.17 0.063994369 4 0.1974876
## INFO [12:38:09.624] [bbotk] 1405 0.02 0.058823529 1 0.1749689
## INFO [12:38:09.624] [bbotk] 1406 0.02 0.058823529 1 0.1749689
## INFO [12:38:09.624] [bbotk] 1407 0.02 0.011342702 1 0.2079265
## INFO [12:38:09.624] [bbotk] 1408 0.02 0.001704045 1 0.2011227
## INFO [12:38:09.624] [bbotk] 1409 0.07 0.184171723 5 0.2649289
## INFO [12:38:09.624] [bbotk] 1410 0.22 0.201516920 5 0.3315253
## INFO [12:38:09.624] [bbotk] 1411 0.17 0.158303267 5 0.2969862
## INFO [12:38:09.624] [bbotk] 1412 0.00 0.121868386 3 0.2036400
## INFO [12:38:09.624] [bbotk] 1413 0.17 0.201565403 6 0.2786703
## INFO [12:38:09.624] [bbotk] 1414 0.17 0.272654072 9 0.3539452
## INFO [12:38:09.624] [bbotk] 1415 0.02 0.018935665 4 0.2161444
## INFO [12:38:09.624] [bbotk] 1416 0.22 0.119899835 7 0.3149544
## INFO [12:38:09.624] [bbotk] 1417 0.17 0.093182645 3 0.2733183
## INFO [12:38:09.624] [bbotk] 1418 0.32 0.111752119 6 0.1949212
## INFO [12:38:09.624] [bbotk] 1419 0.22 0.238084234 6 0.3204152
## INFO [12:38:09.624] [bbotk] 1420 0.17 0.145233676 5 0.2777546
## INFO [12:38:09.940] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:10.147] [bbotk] Result of batch 72:
## INFO [12:38:10.155] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:10.155] [bbotk] FREE 2 5 4 5 902.0000 0.7700000 467.8700 1870.420
## INFO [12:38:10.155] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 5 4 3 902.0000 0.7700000 961.8449 1030.000
## INFO [12:38:10.155] [bbotk] BACK 1 5 4 5 902.0000 0.7700000 749.2246 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 7 1 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 7 4 9 928.9097 0.7700000 584.6623 1495.694
## INFO [12:38:10.155] [bbotk] FLY 1 6 4 5 902.0000 0.7700000 467.8700 1198.573
## INFO [12:38:10.155] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 7 4 5 986.3123 0.7718062 369.0898 1030.000
## INFO [12:38:10.155] [bbotk] FLY 11 7 12 5 962.2808 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 2 7 4 2 902.0000 0.7700000 588.6079 1030.000
## INFO [12:38:10.155] [bbotk] FREE 3 5 4 7 950.2981 0.8243916 467.8700 1851.346
## INFO [12:38:10.155] [bbotk] FREE 10 7 4 5 902.0000 0.7339654 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 8 7 4 5 910.4069 0.7743760 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 5 4 5 899.0596 0.7700000 467.8700 1030.000
## INFO [12:38:10.155] [bbotk] FREE 1 3 12 5 977.8847 0.7700000 467.8700 1178.614
## INFO [12:38:10.155] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:10.155] [bbotk] 29.65534 26.93833 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.40573 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 25.08903 31.61298 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.38916 29.61000 22.45951 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.24188 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 23.75582 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.57846 29.61000 30.24000 30.83367 72 NA
## INFO [12:38:10.155] [bbotk] 29.24188 24.66619 30.24000 31.65444 72 NA
## INFO [12:38:10.155] [bbotk] 29.24188 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 32.26790 29.61000 25.71059 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.24188 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 27.82811 29.61000 35.45719 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.24188 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.24188 29.61000 30.63484 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.24188 28.55625 39.87887 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.46030 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.52668 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.34509 31.81529 36.74386 28.53255 72 NA
## INFO [12:38:10.155] [bbotk] 29.69697 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] 29.24188 29.61000 30.24000 26.85000 72 NA
## INFO [12:38:10.155] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:10.155] [bbotk] 1421 0.07 0.1804571963 5 0.2827055
## INFO [12:38:10.155] [bbotk] 1422 0.00 0.0594949758 2 0.1742974
## INFO [12:38:10.155] [bbotk] 1423 0.12 0.1729973880 5 0.2265483
## INFO [12:38:10.155] [bbotk] 1424 0.12 0.1599015146 5 0.2705950
## INFO [12:38:10.155] [bbotk] 1425 0.02 0.0588235294 1 0.1749689
## INFO [12:38:10.155] [bbotk] 1426 0.02 0.1401276505 3 0.2726700
## INFO [12:38:10.155] [bbotk] 1427 0.07 0.1251360006 6 0.2509682
## INFO [12:38:10.155] [bbotk] 1428 0.17 0.1711737351 5 0.2973675
## INFO [12:38:10.155] [bbotk] 1429 0.07 0.0000000000 0 0.1994186
## INFO [12:38:10.155] [bbotk] 1430 0.12 0.0265120445 2 0.2242482
## INFO [12:38:10.155] [bbotk] 1431 0.02 0.0362842349 3 0.2327702
## INFO [12:38:10.155] [bbotk] 1432 0.02 0.2198798929 6 0.3572355
## INFO [12:38:10.155] [bbotk] 1433 0.27 0.1251180555 3 0.2589173
## INFO [12:38:10.155] [bbotk] 1434 0.17 0.2533073412 7 0.3158882
## INFO [12:38:10.155] [bbotk] 1435 0.27 0.0988289528 4 0.2853471
## INFO [12:38:10.155] [bbotk] 1436 0.02 0.0008950432 1 0.2003137
## INFO [12:38:10.155] [bbotk] 1437 0.02 0.0011670562 1 0.2005857
## INFO [12:38:10.155] [bbotk] 1438 0.02 0.1002221376 7 0.2828185
## INFO [12:38:10.155] [bbotk] 1439 0.00 0.0617303840 3 0.1741460
## INFO [12:38:10.155] [bbotk] 1440 0.00 0.1535128131 4 0.2228188
## INFO [12:38:10.448] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:10.662] [bbotk] Result of batch 73:
## INFO [12:38:10.672] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:10.672] [bbotk] FREE 7 5 4 5 934.0091 0.7425936 630.49571 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 7 4 5 958.9429 0.7760936 305.49719 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FLY 1 1 9 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 5 4 5 935.2131 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 5 4 5 910.2545 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] BREAST 10 7 4 5 999.2940 0.7700000 272.62358 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 7 9 5 990.0962 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FREE 10 7 9 5 885.7842 0.7700000 24.23934 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 7 4 5 869.8992 0.8082944 467.87000 1072.315
## INFO [12:38:10.672] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 9 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FREE 4 7 4 4 902.0000 0.7923188 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 7 3 9 1013.7245 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FLY 1 7 4 5 902.4318 0.7700000 467.87000 1237.217
## INFO [12:38:10.672] [bbotk] FREE 1 8 4 5 902.0000 0.7681658 464.88185 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 5 4 5 950.2981 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FREE 6 5 4 5 975.6171 0.7700000 467.87000 1535.785
## INFO [12:38:10.672] [bbotk] FREE 1 6 4 2 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:10.672] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:10.672] [bbotk] 29.10510 21.59986 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 27.88384 23.02164 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.55554 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 33.40399 29.61000 30.24000 31.85730 73 NA
## INFO [12:38:10.672] [bbotk] 27.29427 23.97816 36.95964 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.39917 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 31.37700 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.44819 29.61000 30.24000 32.97427 73 NA
## INFO [12:38:10.672] [bbotk] 21.93796 33.53186 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.24188 32.07272 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.24188 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.56952 29.61000 30.24000 28.99024 73 NA
## INFO [12:38:10.672] [bbotk] 29.24188 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.24188 29.61000 30.24000 27.80960 73 NA
## INFO [12:38:10.672] [bbotk] 29.40573 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.24188 29.61000 38.97958 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.24188 31.95572 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.24188 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.24188 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] 29.62194 29.61000 30.24000 26.85000 73 NA
## INFO [12:38:10.672] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:10.672] [bbotk] 1441 0.07 0.17515165 7 0.2643732
## INFO [12:38:10.672] [bbotk] 1442 0.17 0.06233325 5 0.2572901
## INFO [12:38:10.672] [bbotk] 1443 0.00 0.06010886 2 0.1736836
## INFO [12:38:10.672] [bbotk] 1444 0.12 0.21872253 5 0.2987191
## INFO [12:38:10.672] [bbotk] 1445 0.12 0.12134795 5 0.2035980
## INFO [12:38:10.672] [bbotk] 1446 0.00 0.06239315 3 0.1713993
## INFO [12:38:10.672] [bbotk] 1447 0.07 0.17295468 5 0.3045127
## INFO [12:38:10.672] [bbotk] 1448 0.00 0.12170367 4 0.2594639
## INFO [12:38:10.672] [bbotk] 1449 0.32 0.19598145 6 0.3360741
## INFO [12:38:10.672] [bbotk] 1450 0.12 0.02973751 4 0.2291561
## INFO [12:38:10.672] [bbotk] 1451 0.02 0.05882353 1 0.1749689
## INFO [12:38:10.672] [bbotk] 1452 0.17 0.07093572 3 0.2115308
## INFO [12:38:10.672] [bbotk] 1453 0.02 0.12129392 3 0.2565480
## INFO [12:38:10.672] [bbotk] 1454 0.07 0.16206624 4 0.2861512
## INFO [12:38:10.672] [bbotk] 1455 0.12 0.07216265 4 0.2712752
## INFO [12:38:10.672] [bbotk] 1456 0.27 0.08653763 4 0.2264355
## INFO [12:38:10.672] [bbotk] 1457 0.00 0.08503419 3 0.1636881
## INFO [12:38:10.672] [bbotk] 1458 0.00 0.17428015 4 0.2572380
## INFO [12:38:10.672] [bbotk] 1459 0.42 0.11764706 2 0.1917859
## INFO [12:38:10.672] [bbotk] 1460 0.00 0.06038093 2 0.1734115
## INFO [12:38:10.960] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:11.153] [bbotk] Result of batch 74:
## INFO [12:38:11.163] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:11.163] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 3 4 1 937.1445 0.7700000 253.54892 993.1747
## INFO [12:38:11.163] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 7 4 5 902.0000 0.7931250 22.24654 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 7 12 5 934.0091 0.7700000 467.87000 1594.6163
## INFO [12:38:11.163] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 3 7 2 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FLY 1 7 5 5 903.4270 0.8042825 36.36059 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 7 7 5 929.0461 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 8 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 0 11 5 902.0000 0.7700000 145.20029 1296.7970
## INFO [12:38:11.163] [bbotk] BREAST 1 7 4 2 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:11.163] [bbotk] FREE 1 7 4 5 997.4728 0.7418224 27.59313 1464.3330
## INFO [12:38:11.163] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:11.163] [bbotk] 29.33222 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.37092 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.24188 29.61000 30.24000 23.52220 74 NA
## INFO [12:38:11.163] [bbotk] 29.64904 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.45456 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.24188 31.25931 23.83725 31.46158 74 NA
## INFO [12:38:11.163] [bbotk] 29.37414 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.65534 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.59180 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.24188 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.24188 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.38916 29.61000 35.03624 23.99234 74 NA
## INFO [12:38:11.163] [bbotk] 28.30207 25.54590 30.24000 25.59474 74 NA
## INFO [12:38:11.163] [bbotk] 22.82403 29.61000 29.70173 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 33.48098 25.59862 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.40573 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.43990 32.75595 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.62194 29.61000 26.10781 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] 29.59960 29.61000 34.72240 23.06349 74 NA
## INFO [12:38:11.163] [bbotk] 29.24188 29.61000 30.24000 26.85000 74 NA
## INFO [12:38:11.163] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:11.163] [bbotk] 1461 0.00 0.0591937550 2 0.1745987
## INFO [12:38:11.163] [bbotk] 1462 0.02 0.0005288174 1 0.1999475
## INFO [12:38:11.163] [bbotk] 1463 0.32 0.1623318720 6 0.2279348
## INFO [12:38:11.163] [bbotk] 1464 0.02 0.0016684799 1 0.2010871
## INFO [12:38:11.163] [bbotk] 1465 0.00 0.0596950462 2 0.1740974
## INFO [12:38:11.163] [bbotk] 1466 0.22 0.0809022034 5 0.2744825
## INFO [12:38:11.163] [bbotk] 1467 0.00 0.0593655271 2 0.1744269
## INFO [12:38:11.163] [bbotk] 1468 0.00 0.1059598171 4 0.2437201
## INFO [12:38:11.163] [bbotk] 1469 0.02 0.0014339040 1 0.2008525
## INFO [12:38:11.163] [bbotk] 1470 0.02 0.1176470588 2 0.2582422
## INFO [12:38:11.163] [bbotk] 1471 0.02 0.0588235294 1 0.1749689
## INFO [12:38:11.163] [bbotk] 1472 0.12 0.0887500568 4 0.2274330
## INFO [12:38:11.163] [bbotk] 1473 0.27 0.1763818603 8 0.2536030
## INFO [12:38:11.163] [bbotk] 1474 0.02 0.0963834895 4 0.2320566
## INFO [12:38:11.163] [bbotk] 1475 0.12 0.0917490240 3 0.1903252
## INFO [12:38:11.163] [bbotk] 1476 0.02 0.0006714464 1 0.2000901
## INFO [12:38:11.163] [bbotk] 1477 0.17 0.0718337931 3 0.2712524
## INFO [12:38:11.163] [bbotk] 1478 0.12 0.1681579046 6 0.2481493
## INFO [12:38:11.163] [bbotk] 1479 0.27 0.1521320661 5 0.2824090
## INFO [12:38:11.163] [bbotk] 1480 0.12 0.0919101725 4 0.2791878
## INFO [12:38:11.474] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:11.681] [bbotk] Result of batch 75:
## INFO [12:38:11.690] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:11.690] [bbotk] FREE 8 5 8 5 870.4614 0.7861118 947.0363 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] BREAST 1 7 4 5 868.6559 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] BREAST 1 5 9 5 902.0000 0.7700000 793.6526 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 5 12 5 902.0000 0.7663480 808.5725 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 7 4 6 946.9596 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 8 7 5 902.0000 0.7700000 742.0504 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 7 9 5 902.0000 0.7700000 467.8700 1561.377
## INFO [12:38:11.690] [bbotk] FREE 1 7 4 5 902.4689 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 7 4 5 902.0243 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 467.8700 1581.384
## INFO [12:38:11.690] [bbotk] FREE 1 7 4 5 919.3529 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 5 4 3 902.0000 0.7700000 467.8700 1702.403
## INFO [12:38:11.690] [bbotk] FLY 1 5 10 0 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] BREAST 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] BACK 1 1 4 5 929.5346 0.7913293 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 7 4 5 902.0000 0.7861137 495.6024 1185.407
## INFO [12:38:11.690] [bbotk] FREE 1 5 8 3 905.9877 0.7844178 711.6085 1112.431
## INFO [12:38:11.690] [bbotk] FREE 1 5 4 5 902.0000 0.7729861 906.7325 1030.000
## INFO [12:38:11.690] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:11.690] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:11.690] [bbotk] 29.45456 29.61000 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 22.95000 22.63982 75 NA
## INFO [12:38:11.690] [bbotk] 29.55554 29.61000 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 31.55254 30.24000 32.91293 75 NA
## INFO [12:38:11.690] [bbotk] 29.43990 29.61000 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 30.24000 25.54130 75 NA
## INFO [12:38:11.690] [bbotk] 31.53281 29.61000 27.20533 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 30.24000 24.69462 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 33.56947 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 26.23865 23.67556 24.85892 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 28.59424 25.08108 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 31.95572 30.74651 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 32.46274 29.04966 37.03636 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 28.02864 22.08051 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] 29.24188 29.61000 30.24000 28.21485 75 NA
## INFO [12:38:11.690] [bbotk] 29.31833 29.61000 30.24000 26.85000 75 NA
## INFO [12:38:11.690] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:11.690] [bbotk] 1481 0.07 2.208005e-01 7 0.2992594
## INFO [12:38:11.690] [bbotk] 1482 0.07 0.000000e+00 0 0.1994186
## INFO [12:38:11.690] [bbotk] 1483 0.32 1.145378e-01 4 0.3103619
## INFO [12:38:11.690] [bbotk] 1484 0.12 1.979146e-01 5 0.2796862
## INFO [12:38:11.690] [bbotk] 1485 0.12 1.773665e-01 6 0.2503012
## INFO [12:38:11.690] [bbotk] 1486 0.07 7.556680e-02 3 0.1870731
## INFO [12:38:11.690] [bbotk] 1487 0.12 1.411980e-01 4 0.2210575
## INFO [12:38:11.690] [bbotk] 1488 0.07 1.097581e-01 4 0.2486707
## INFO [12:38:11.690] [bbotk] 1489 0.07 1.661424e-04 1 0.1992525
## INFO [12:38:11.690] [bbotk] 1490 0.07 8.620142e-06 1 0.1994100
## INFO [12:38:11.690] [bbotk] 1491 0.07 9.212370e-02 2 0.2259230
## INFO [12:38:11.690] [bbotk] 1492 0.12 1.699494e-02 2 0.2116666
## INFO [12:38:11.690] [bbotk] 1493 0.17 1.736093e-01 4 0.2573335
## INFO [12:38:11.690] [bbotk] 1494 0.32 2.873777e-01 7 0.3042438
## INFO [12:38:11.690] [bbotk] 1495 0.27 7.285228e-02 3 0.2686763
## INFO [12:38:11.690] [bbotk] 1496 0.22 1.415633e-01 6 0.2757812
## INFO [12:38:11.690] [bbotk] 1497 0.12 5.028085e-02 6 0.2380792
## INFO [12:38:11.690] [bbotk] 1498 0.27 2.344679e-01 9 0.2480334
## INFO [12:38:11.690] [bbotk] 1499 0.02 9.333519e-02 4 0.1905241
## INFO [12:38:11.690] [bbotk] 1500 0.00 5.913681e-02 2 0.1746556
## INFO [12:38:12.008] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:12.206] [bbotk] Result of batch 76:
## INFO [12:38:12.213] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:12.213] [bbotk] FREE 1 9 4 5 976.6493 0.7700000 467.8700 1528.7459
## INFO [12:38:12.213] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 273.0664 1249.8285
## INFO [12:38:12.213] [bbotk] FREE 9 7 4 5 902.0000 0.7700000 445.8632 1057.2942
## INFO [12:38:12.213] [bbotk] BREAST 10 3 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 2 4 4 905.6315 0.8198692 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 7 4 9 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 0 4 7 902.0000 0.7700000 371.7699 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 8 4 5 877.5199 0.7700000 556.1138 1030.0000
## INFO [12:38:12.213] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.8700 954.0282
## INFO [12:38:12.213] [bbotk] FREE 6 7 4 5 906.4336 0.7700000 467.8700 981.8968
## INFO [12:38:12.213] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] BREAST 1 5 11 5 902.0000 0.7702198 398.5194 1106.8215
## INFO [12:38:12.213] [bbotk] FREE 2 5 4 3 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1009.1475
## INFO [12:38:12.213] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] FLY 1 7 4 5 909.4848 0.7700000 467.8700 1030.0000
## INFO [12:38:12.213] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:12.213] [bbotk] 29.24188 29.61000 30.24000 27.50951 76 NA
## INFO [12:38:12.213] [bbotk] 29.37414 29.61000 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.24188 29.61000 30.63484 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.55554 22.51721 22.01885 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.65534 29.61000 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.40573 29.61000 30.24000 31.12599 76 NA
## INFO [12:38:12.213] [bbotk] 29.24188 29.61000 32.55343 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.24188 29.61000 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 32.69773 29.61000 30.24000 23.72074 76 NA
## INFO [12:38:12.213] [bbotk] 29.65534 31.55204 26.29693 23.03288 76 NA
## INFO [12:38:12.213] [bbotk] 29.56926 29.61000 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.24188 29.61000 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.62194 29.61000 33.93982 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.24188 29.61000 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.37414 29.61000 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 34.86806 29.61000 29.51512 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.39221 29.61000 30.24000 27.82696 76 NA
## INFO [12:38:12.213] [bbotk] 29.24188 32.84129 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 29.47528 29.61000 30.24000 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] 27.92278 29.61000 25.59504 26.85000 76 NA
## INFO [12:38:12.213] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:12.213] [bbotk] 1501 0.07 0.1187159364 4 0.2538601
## INFO [12:38:12.213] [bbotk] 1502 0.00 0.0846958175 4 0.1892487
## INFO [12:38:12.213] [bbotk] 1503 0.02 0.0630638586 4 0.2623847
## INFO [12:38:12.213] [bbotk] 1504 0.27 0.2308733087 6 0.3614086
## INFO [12:38:12.213] [bbotk] 1505 0.02 0.0016942785 1 0.2011129
## INFO [12:38:12.213] [bbotk] 1506 0.22 0.1492704761 6 0.1839377
## INFO [12:38:12.213] [bbotk] 1507 0.12 0.0660313756 2 0.2397116
## INFO [12:38:12.213] [bbotk] 1508 0.17 0.1235935217 3 0.2564544
## INFO [12:38:12.213] [bbotk] 1509 0.22 0.1028661990 5 0.2415492
## INFO [12:38:12.213] [bbotk] 1510 0.27 0.1041293407 6 0.2999534
## INFO [12:38:12.213] [bbotk] 1511 0.07 0.0646413101 4 0.2612251
## INFO [12:38:12.213] [bbotk] 1512 0.07 0.0000000000 0 0.1994186
## INFO [12:38:12.213] [bbotk] 1513 0.12 0.0719082912 3 0.2048707
## INFO [12:38:12.213] [bbotk] 1514 0.07 0.0000000000 0 0.1994186
## INFO [12:38:12.213] [bbotk] 1515 0.02 0.0005419977 1 0.1999606
## INFO [12:38:12.213] [bbotk] 1516 0.27 0.2107506118 8 0.2898291
## INFO [12:38:12.213] [bbotk] 1517 0.07 0.1820026564 5 0.2657269
## INFO [12:38:12.213] [bbotk] 1518 0.27 0.0137890881 2 0.2132077
## INFO [12:38:12.213] [bbotk] 1519 0.02 0.0009564437 1 0.2003751
## INFO [12:38:12.213] [bbotk] 1520 0.22 0.0813532887 4 0.2758499
## INFO [12:38:12.538] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:12.766] [bbotk] Result of batch 77:
## INFO [12:38:12.774] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:12.774] [bbotk] FREE 8 7 4 5 902.0000 0.7700000 467.8700 1778.8819
## INFO [12:38:12.774] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.8700 1797.6173
## INFO [12:38:12.774] [bbotk] FREE 3 5 9 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 1 7 4 5 1016.4420 0.7700000 467.8700 1762.6572
## INFO [12:38:12.774] [bbotk] BREAST 1 7 9 5 884.2846 0.7700000 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 705.3801 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 7 5 4 0 902.0000 0.7849514 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1300.6426
## INFO [12:38:12.774] [bbotk] FREE 1 5 5 5 877.1771 0.7276489 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 1 5 8 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] BREAST 1 7 4 5 902.0000 0.7869425 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] MEDLEY 1 5 11 5 902.0000 0.7866422 340.3684 1564.2732
## INFO [12:38:12.774] [bbotk] FREE 1 7 4 5 905.6332 0.7700000 954.8844 1776.0273
## INFO [12:38:12.774] [bbotk] FREE 7 7 4 6 963.8643 0.7505986 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 1 7 4 5 902.4040 0.7700000 921.2246 968.5147
## INFO [12:38:12.774] [bbotk] FREE 3 8 4 3 902.0000 0.7634216 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 1 5 4 9 902.0000 0.7674590 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] FREE 1 6 4 5 902.0000 0.7687720 467.8700 1002.1876
## INFO [12:38:12.774] [bbotk] BACK 1 7 2 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:12.774] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:12.774] [bbotk] 29.55572 29.61000 30.24000 29.55517 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 29.61000 33.90036 25.54377 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 29.61000 30.24000 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 29.61000 30.24000 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 23.56510 38.03583 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.88774 29.61000 32.38623 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.41729 29.61000 25.84133 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 27.21873 29.61000 30.24000 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 29.61000 30.24000 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 31.09276 29.61000 21.69423 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 29.61000 38.16540 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.37414 29.61000 35.21025 25.34882 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 30.64285 30.24000 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 29.61000 30.24000 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 29.61000 28.84298 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 28.02188 30.24000 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 35.69831 29.61000 26.05288 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 34.00155 30.24000 26.85000 77 NA
## INFO [12:38:12.774] [bbotk] 32.81889 29.61000 30.24000 30.25018 77 NA
## INFO [12:38:12.774] [bbotk] 29.24188 29.61000 32.10340 27.72862 77 NA
## INFO [12:38:12.774] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:12.774] [bbotk] 1521 0.00 0.11894967 4 0.3155080
## INFO [12:38:12.774] [bbotk] 1522 0.02 0.12316013 4 0.2527148
## INFO [12:38:12.774] [bbotk] 1523 0.02 0.17647059 3 0.2582422
## INFO [12:38:12.774] [bbotk] 1524 0.02 0.08480144 2 0.2813852
## INFO [12:38:12.774] [bbotk] 1525 0.32 0.17165361 5 0.2981727
## INFO [12:38:12.774] [bbotk] 1526 0.00 0.03537283 4 0.2257319
## INFO [12:38:12.774] [bbotk] 1527 0.07 0.19333717 6 0.2679380
## INFO [12:38:12.774] [bbotk] 1528 0.07 0.02463550 2 0.2236495
## INFO [12:38:12.774] [bbotk] 1529 0.17 0.13336337 4 0.1432395
## INFO [12:38:12.774] [bbotk] 1530 0.12 0.15185719 4 0.2313441
## INFO [12:38:12.774] [bbotk] 1531 0.22 0.08628469 3 0.2716273
## INFO [12:38:12.774] [bbotk] 1532 0.12 0.08240499 4 0.1961777
## INFO [12:38:12.774] [bbotk] 1533 0.00 0.22335121 7 0.3013002
## INFO [12:38:12.774] [bbotk] 1534 0.02 0.07647826 3 0.2733220
## INFO [12:38:12.774] [bbotk] 1535 0.22 0.14709200 5 0.2602212
## INFO [12:38:12.774] [bbotk] 1536 0.27 0.03806720 4 0.2360750
## INFO [12:38:12.774] [bbotk] 1537 0.42 0.21704810 6 0.3440596
## INFO [12:38:12.774] [bbotk] 1538 0.27 0.13509101 4 0.2188152
## INFO [12:38:12.774] [bbotk] 1539 0.17 0.09247121 5 0.2196984
## INFO [12:38:12.774] [bbotk] 1540 0.02 0.12787391 4 0.2377785
## INFO [12:38:13.100] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:13.325] [bbotk] Result of batch 78:
## INFO [12:38:13.334] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:13.334] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 5 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 9 4 0 902.0000 0.7670229 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 5 4 5 902.0000 0.7923976 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 5 5 5 902.0000 0.7700000 538.1660 1030.000
## INFO [12:38:13.334] [bbotk] BACK 1 7 4 1 902.0000 0.7654222 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] MEDLEY 4 1 4 5 933.5900 0.7700000 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 5 4 0 902.0000 0.7700000 641.3629 1030.000
## INFO [12:38:13.334] [bbotk] FREE 8 7 11 5 898.8949 0.7937562 561.2545 1030.000
## INFO [12:38:13.334] [bbotk] BREAST 1 7 7 3 930.1056 0.7700000 467.8700 1688.636
## INFO [12:38:13.334] [bbotk] FREE 1 7 11 5 902.0000 0.7700000 467.8700 1334.162
## INFO [12:38:13.334] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 5 6 5 902.0000 0.7700000 467.8700 1197.844
## INFO [12:38:13.334] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 6 3 5 902.4318 0.7700000 467.8700 1659.033
## INFO [12:38:13.334] [bbotk] FREE 8 5 4 5 953.0519 0.7700000 467.8700 1077.747
## INFO [12:38:13.334] [bbotk] FLY 1 5 4 5 919.8102 0.7810715 904.6571 1030.000
## INFO [12:38:13.334] [bbotk] FREE 1 7 4 5 870.4076 0.7700000 941.8832 1030.000
## INFO [12:38:13.334] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:13.334] [bbotk] 29.37414 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 33.56549 29.61000 23.90692 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 23.35309 29.61000 30.02772 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 29.61000 30.24000 30.38042 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 35.87676 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 29.61000 30.24000 21.73912 78 NA
## INFO [12:38:13.334] [bbotk] 21.80140 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.56986 29.61000 30.24000 32.89364 78 NA
## INFO [12:38:13.334] [bbotk] 31.69105 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 31.85741 29.61000 30.24000 21.83573 78 NA
## INFO [12:38:13.334] [bbotk] 29.56926 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 34.80531 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 21.49773 26.73450 36.56766 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 33.23827 30.24000 27.61936 78 NA
## INFO [12:38:13.334] [bbotk] 21.72120 29.61000 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 31.95572 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] 29.24188 23.96260 30.24000 26.85000 78 NA
## INFO [12:38:13.334] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:13.334] [bbotk] 1541 0.00 0.05936553 2 0.1744269
## INFO [12:38:13.334] [bbotk] 1542 0.22 0.09627240 3 0.2940086
## INFO [12:38:13.334] [bbotk] 1543 0.02 0.08361584 3 0.1997612
## INFO [12:38:13.334] [bbotk] 1544 0.12 0.13589843 4 0.2625540
## INFO [12:38:13.334] [bbotk] 1545 0.02 0.05882353 1 0.1749689
## INFO [12:38:13.334] [bbotk] 1546 0.27 0.08678342 3 0.1848483
## INFO [12:38:13.334] [bbotk] 1547 0.07 0.12199682 3 0.1449449
## INFO [12:38:13.334] [bbotk] 1548 0.22 0.14411277 4 0.3244483
## INFO [12:38:13.334] [bbotk] 1549 0.07 0.21815415 5 0.3555097
## INFO [12:38:13.334] [bbotk] 1550 0.02 0.12838242 3 0.2121066
## INFO [12:38:13.334] [bbotk] 1551 0.00 0.16016284 7 0.3007579
## INFO [12:38:13.334] [bbotk] 1552 0.37 0.23624371 6 0.2629590
## INFO [12:38:13.334] [bbotk] 1553 0.12 0.11314250 4 0.2518255
## INFO [12:38:13.334] [bbotk] 1554 0.02 0.00134156 1 0.2007602
## INFO [12:38:13.334] [bbotk] 1555 0.07 0.15058151 4 0.2323531
## INFO [12:38:13.334] [bbotk] 1556 0.12 0.12142215 4 0.2263512
## INFO [12:38:13.334] [bbotk] 1557 0.22 0.17373018 6 0.2422291
## INFO [12:38:13.334] [bbotk] 1558 0.02 0.16943937 5 0.2571386
## INFO [12:38:13.334] [bbotk] 1559 0.22 0.16189058 6 0.2430882
## INFO [12:38:13.334] [bbotk] 1560 0.22 0.06242441 3 0.2607185
## INFO [12:38:13.661] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:13.869] [bbotk] Result of batch 79:
## INFO [12:38:13.879] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:13.879] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] BREAST 1 9 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 7 7 2 5 902.0000 0.7913293 24.68389 1057.294
## INFO [12:38:13.879] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 7 5 8 919.5235 0.7785203 467.87000 1499.531
## INFO [12:38:13.879] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 289.09118 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 4 7 4 9 935.1842 0.7700000 467.87000 1840.876
## INFO [12:38:13.879] [bbotk] FLY 1 7 4 5 904.3263 0.7426691 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 648.37703 1030.000
## INFO [12:38:13.879] [bbotk] BREAST 1 7 5 3 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 7 4 5 902.0000 0.7701197 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 5 12 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] MEDLEY 1 5 1 5 892.3367 0.7747130 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] BACK 1 7 3 8 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 2 7 4 6 902.0000 0.7574630 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] FREE 1 7 12 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:13.879] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:13.879] [bbotk] 29.65534 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 32.23017 30.24000 25.11970 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 31.95572 30.63484 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.45456 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.55554 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 23.43902 29.61000 30.24000 21.90395 79 NA
## INFO [12:38:13.879] [bbotk] 28.53780 29.61000 31.31571 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 29.61000 39.40458 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 29.61000 28.72866 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 24.83666 29.61000 30.24000 26.55737 79 NA
## INFO [12:38:13.879] [bbotk] 29.56926 29.61000 39.21534 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 29.37213 34.12037 24.39487 79 NA
## INFO [12:38:13.879] [bbotk] 29.55191 29.61000 30.24000 27.11979 79 NA
## INFO [12:38:13.879] [bbotk] 35.21122 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 29.61000 30.24000 29.42671 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 24.55441 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] 29.24188 29.61000 30.24000 26.85000 79 NA
## INFO [12:38:13.879] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:13.879] [bbotk] 1561 0.00 0.0130369810 2 0.2096207
## INFO [12:38:13.879] [bbotk] 1562 0.17 0.1478565607 5 0.2837047
## INFO [12:38:13.879] [bbotk] 1563 0.22 0.1605300307 7 0.3010274
## INFO [12:38:13.879] [bbotk] 1564 0.02 0.0008715168 1 0.2002902
## INFO [12:38:13.879] [bbotk] 1565 0.00 0.0601088580 2 0.1736836
## INFO [12:38:13.879] [bbotk] 1566 0.22 0.2022726912 7 0.2269175
## INFO [12:38:13.879] [bbotk] 1567 0.22 0.0761226319 4 0.2162153
## INFO [12:38:13.879] [bbotk] 1568 0.02 0.0588235294 1 0.1749689
## INFO [12:38:13.879] [bbotk] 1569 0.07 0.2069316851 5 0.3573465
## INFO [12:38:13.879] [bbotk] 1570 0.27 0.0688225280 4 0.2559783
## INFO [12:38:13.879] [bbotk] 1571 0.07 0.0306934806 3 0.2277953
## INFO [12:38:13.879] [bbotk] 1572 0.37 0.2057762081 5 0.2799151
## INFO [12:38:13.879] [bbotk] 1573 0.07 0.0000000000 0 0.1994186
## INFO [12:38:13.879] [bbotk] 1574 0.22 0.0253859271 4 0.2217679
## INFO [12:38:13.879] [bbotk] 1575 0.00 0.1202750818 4 0.2020467
## INFO [12:38:13.879] [bbotk] 1576 0.27 0.2051259739 6 0.2868976
## INFO [12:38:13.879] [bbotk] 1577 0.07 0.1894364812 4 0.2699862
## INFO [12:38:13.879] [bbotk] 1578 0.07 0.0000000000 0 0.1994186
## INFO [12:38:13.879] [bbotk] 1579 0.17 0.1389037402 4 0.2647899
## INFO [12:38:13.879] [bbotk] 1580 0.02 0.0588235294 1 0.1994186
## INFO [12:38:14.185] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:14.405] [bbotk] Result of batch 80:
## INFO [12:38:14.413] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:14.413] [bbotk] BREAST 1 5 4 5 902.0000 0.7923317 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 7 4 6 902.0000 0.7828812 600.37213 1030.000
## INFO [12:38:14.413] [bbotk] FREE 11 7 4 5 902.0000 0.7514257 203.51460 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] FREE 6 0 4 5 902.0000 0.7700000 86.41787 1573.661
## INFO [12:38:14.413] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 7 4 5 944.8294 0.7700000 105.66397 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 7 12 5 902.0000 0.7700000 83.79317 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 5 4 5 902.1441 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 168.96519 1050.321
## INFO [12:38:14.413] [bbotk] FREE 1 5 10 5 950.2981 0.7700000 467.87000 1132.057
## INFO [12:38:14.413] [bbotk] FREE 1 7 4 5 864.2837 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 7 6 5 902.0000 0.7509586 542.16418 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 2 8 2 940.0973 0.7700000 467.87000 1411.175
## INFO [12:38:14.413] [bbotk] FREE 1 7 4 5 901.2781 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] FLY 1 7 4 5 859.9598 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] BREAST 10 4 7 0 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] FREE 1 8 9 8 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:14.413] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:14.413] [bbotk] 31.95653 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.24188 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.55554 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.24188 34.81432 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.56952 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 30.26683 29.61000 34.61349 23.79370 80 NA
## INFO [12:38:14.413] [bbotk] 29.48665 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.24188 29.61000 30.24000 26.47972 80 NA
## INFO [12:38:14.413] [bbotk] 29.24188 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.62893 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.45407 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.24188 22.63958 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.24188 29.13708 36.05556 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.62194 29.61000 36.66606 29.62135 80 NA
## INFO [12:38:14.413] [bbotk] 29.34987 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.35538 23.95283 24.39157 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.24188 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.55479 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.24188 29.61000 34.55392 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] 29.65534 29.61000 30.24000 26.85000 80 NA
## INFO [12:38:14.413] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:14.413] [bbotk] 1581 0.12 0.1324200780 4 0.2277283
## INFO [12:38:14.413] [bbotk] 1582 0.02 0.0588235294 1 0.1749689
## INFO [12:38:14.413] [bbotk] 1583 0.12 0.0704125753 4 0.1849445
## INFO [12:38:14.413] [bbotk] 1584 0.32 0.0983966767 4 0.2916475
## INFO [12:38:14.413] [bbotk] 1585 0.02 0.0013426119 1 0.2007612
## INFO [12:38:14.413] [bbotk] 1586 0.32 0.2072896882 7 0.3458749
## INFO [12:38:14.413] [bbotk] 1587 0.00 0.0598265582 2 0.1739659
## INFO [12:38:14.413] [bbotk] 1588 0.02 0.0394527083 3 0.2340266
## INFO [12:38:14.413] [bbotk] 1589 0.07 0.0825893657 2 0.2230867
## INFO [12:38:14.413] [bbotk] 1590 0.00 0.0604606545 3 0.1733318
## INFO [12:38:14.413] [bbotk] 1591 0.02 0.0008695304 1 0.2002882
## INFO [12:38:14.413] [bbotk] 1592 0.22 0.1055750664 4 0.3037714
## INFO [12:38:14.413] [bbotk] 1593 0.02 0.1608785729 6 0.2308592
## INFO [12:38:14.413] [bbotk] 1594 0.07 0.0488891865 4 0.2441971
## INFO [12:38:14.413] [bbotk] 1595 0.02 0.0669745803 4 0.2013470
## INFO [12:38:14.413] [bbotk] 1596 0.52 0.2536144261 8 0.2608329
## INFO [12:38:14.413] [bbotk] 1597 0.07 0.0002558071 1 0.1996744
## INFO [12:38:14.413] [bbotk] 1598 0.12 0.0750030916 3 0.2744217
## INFO [12:38:14.413] [bbotk] 1599 0.22 0.3075583353 6 0.3642107
## INFO [12:38:14.413] [bbotk] 1600 0.12 0.1781648667 4 0.2022564
## INFO [12:38:14.728] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:14.930] [bbotk] Result of batch 81:
## INFO [12:38:14.937] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:14.937] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 7 4 9 902.0000 0.7700000 735.6827 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 5 4 5 946.6929 0.7742176 937.3166 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 5 4 5 902.0000 0.7750884 467.8700 1207.2550
## INFO [12:38:14.937] [bbotk] FREE 3 0 4 5 902.0000 0.7534086 720.6762 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 5 0 4 5 902.0000 0.7700000 467.8700 1202.1756
## INFO [12:38:14.937] [bbotk] FREE 1 7 4 5 902.0000 0.7508589 467.8700 1184.1494
## INFO [12:38:14.937] [bbotk] FREE 1 9 4 5 902.4318 0.7859810 115.1942 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 7 4 0 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 9 5 4 5 902.0000 0.7844943 467.8700 1058.7573
## INFO [12:38:14.937] [bbotk] FREE 9 4 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:14.937] [bbotk] FREE 1 5 4 1 902.0000 0.8459391 467.8700 1030.0000
## INFO [12:38:14.937] [bbotk] BREAST 6 7 4 5 1021.3763 0.7895612 467.8700 1237.2193
## INFO [12:38:14.937] [bbotk] FREE 1 5 4 5 999.8692 0.7700000 467.8700 1618.2280
## INFO [12:38:14.937] [bbotk] FREE 7 3 10 7 902.0000 0.7890074 438.5726 938.4236
## INFO [12:38:14.937] [bbotk] FREE 1 7 12 5 948.0380 0.7740528 395.0623 1030.0000
## INFO [12:38:14.937] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:14.937] [bbotk] 29.24188 29.61000 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.24188 29.61000 30.24000 23.34116 81 NA
## INFO [12:38:14.937] [bbotk] 29.24188 29.61000 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 34.49388 26.16159 39.81649 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.24188 32.29561 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.24188 29.61000 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.28203 29.61000 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.24188 29.61000 30.37085 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.62194 29.61000 34.58357 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.24188 29.61000 34.95866 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 31.15825 24.61630 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.47842 29.61000 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.37414 29.61000 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.65534 29.61000 30.06985 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 25.15608 29.61000 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.65534 29.61000 30.24000 31.48041 81 NA
## INFO [12:38:14.937] [bbotk] 31.34803 29.61000 26.14930 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.64443 29.61000 30.24000 23.13475 81 NA
## INFO [12:38:14.937] [bbotk] 29.55554 29.61000 30.24000 26.85000 81 NA
## INFO [12:38:14.937] [bbotk] 29.39221 29.61000 27.08559 31.52149 81 NA
## INFO [12:38:14.937] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:14.937] [bbotk] 1601 0.02 0.0588235294 1 0.1749689
## INFO [12:38:14.937] [bbotk] 1602 0.22 0.0930515156 3 0.2731872
## INFO [12:38:14.937] [bbotk] 1603 0.02 0.0588235294 1 0.1749689
## INFO [12:38:14.937] [bbotk] 1604 0.17 0.1691284921 7 0.2281862
## INFO [12:38:14.937] [bbotk] 1605 0.02 0.0807738505 4 0.1699353
## INFO [12:38:14.937] [bbotk] 1606 0.22 0.1360011736 4 0.2711742
## INFO [12:38:14.937] [bbotk] 1607 0.00 0.0589880936 2 0.1748043
## INFO [12:38:14.937] [bbotk] 1608 0.17 0.1284530622 4 0.2690482
## INFO [12:38:14.937] [bbotk] 1609 0.02 0.0275277535 4 0.2206911
## INFO [12:38:14.937] [bbotk] 1610 0.27 0.0981123469 5 0.2383036
## INFO [12:38:14.937] [bbotk] 1611 0.17 0.0860400929 3 0.2550440
## INFO [12:38:14.937] [bbotk] 1612 0.00 0.0597928377 2 0.1739996
## INFO [12:38:14.937] [bbotk] 1613 0.02 0.0005419977 1 0.1999606
## INFO [12:38:14.937] [bbotk] 1614 0.00 0.1239765931 6 0.2299919
## INFO [12:38:14.937] [bbotk] 1615 0.02 0.1343897168 3 0.2745802
## INFO [12:38:14.937] [bbotk] 1616 0.07 0.1550496957 5 0.2289700
## INFO [12:38:14.937] [bbotk] 1617 0.22 0.1970358316 7 0.3279646
## INFO [12:38:14.937] [bbotk] 1618 0.12 0.1493741506 5 0.2290329
## INFO [12:38:14.937] [bbotk] 1619 0.12 0.2470287443 8 0.2630003
## INFO [12:38:14.937] [bbotk] 1620 0.00 0.1142556564 7 0.2502357
## INFO [12:38:15.248] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:15.469] [bbotk] Result of batch 82:
## INFO [12:38:15.479] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:15.479] [bbotk] MEDLEY 1 8 4 5 942.0810 0.7712815 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] BACK 1 5 4 5 902.0000 0.7857615 868.3142 1030.000
## INFO [12:38:15.479] [bbotk] MEDLEY 8 7 4 5 902.0000 0.7726967 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] MEDLEY 1 6 10 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] BACK 1 0 4 5 902.3944 0.7700000 467.8700 1298.768
## INFO [12:38:15.479] [bbotk] BACK 1 8 4 5 902.1050 0.7700000 467.8700 1738.613
## INFO [12:38:15.479] [bbotk] FREE 1 7 4 5 950.2981 0.7913293 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 5 4 8 902.0000 0.7346792 524.4430 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 0 4 5 902.0000 0.7455835 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 5 3 6 856.9155 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 5 4 0 868.5222 0.7826322 852.8844 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:15.479] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 467.8700 1087.243
## INFO [12:38:15.479] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:15.479] [bbotk] 29.38213 29.61000 30.24000 21.39847 82 NA
## INFO [12:38:15.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.24188 32.82141 23.21149 31.23133 82 NA
## INFO [12:38:15.479] [bbotk] 29.24188 29.61000 39.98570 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.46965 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.46313 21.74130 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.55554 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.65534 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.39429 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 28.66512 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.24188 31.95572 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 28.95094 29.61000 30.24000 28.93400 82 NA
## INFO [12:38:15.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.56952 30.31130 30.24000 31.83745 82 NA
## INFO [12:38:15.479] [bbotk] 27.43612 29.61000 33.06755 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 23.22450 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.24188 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] 29.37414 29.61000 30.24000 26.85000 82 NA
## INFO [12:38:15.479] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:15.479] [bbotk] 1621 0.22 0.1600661274 6 0.2959142
## INFO [12:38:15.479] [bbotk] 1622 0.07 0.0000000000 0 0.1994186
## INFO [12:38:15.479] [bbotk] 1623 0.32 0.2013987755 7 0.2710654
## INFO [12:38:15.479] [bbotk] 1624 0.12 0.1484518986 4 0.3253541
## INFO [12:38:15.479] [bbotk] 1625 0.02 0.0009333836 1 0.2003520
## INFO [12:38:15.479] [bbotk] 1626 0.17 0.0314184794 2 0.2297126
## INFO [12:38:15.479] [bbotk] 1627 0.02 0.0012853286 1 0.2007040
## INFO [12:38:15.479] [bbotk] 1628 0.07 0.2369883961 5 0.2523037
## INFO [12:38:15.479] [bbotk] 1629 0.17 0.1346433232 5 0.2749589
## INFO [12:38:15.479] [bbotk] 1630 0.17 0.1628434829 5 0.3000023
## INFO [12:38:15.479] [bbotk] 1631 0.02 0.0296958401 3 0.2227288
## INFO [12:38:15.479] [bbotk] 1632 0.02 0.0588235294 1 0.1749689
## INFO [12:38:15.479] [bbotk] 1633 0.07 0.0000000000 0 0.1994186
## INFO [12:38:15.479] [bbotk] 1634 0.02 0.1385978141 6 0.2074712
## INFO [12:38:15.479] [bbotk] 1635 0.02 0.0113427025 1 0.2079265
## INFO [12:38:15.479] [bbotk] 1636 0.22 0.0919717492 5 0.2245876
## INFO [12:38:15.479] [bbotk] 1637 0.27 0.2086559295 6 0.2235512
## INFO [12:38:15.479] [bbotk] 1638 0.17 0.1800559674 6 0.2582588
## INFO [12:38:15.479] [bbotk] 1639 0.02 0.0588235294 1 0.1749689
## INFO [12:38:15.479] [bbotk] 1640 0.17 0.0628226478 3 0.2034178
## INFO [12:38:15.786] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:15.979] [bbotk] Result of batch 83:
## INFO [12:38:15.988] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:15.988] [bbotk] BREAST 1 5 4 5 902.0000 0.7700000 67.81138 1307.350
## INFO [12:38:15.988] [bbotk] BREAST 1 7 4 5 884.4164 0.7784464 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] MEDLEY 1 7 4 5 1017.2562 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] BREAST 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1565.060
## INFO [12:38:15.988] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] BREAST 9 7 4 7 902.0000 0.7700000 89.85300 1030.000
## INFO [12:38:15.988] [bbotk] BREAST 1 5 4 5 950.2981 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] FREE 1 7 4 5 902.0000 0.7763546 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] BACK 9 7 4 5 902.0000 0.7775861 467.87000 1613.586
## INFO [12:38:15.988] [bbotk] BACK 1 0 4 5 902.0000 0.7700000 467.87000 1756.619
## INFO [12:38:15.988] [bbotk] FREE 2 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] FREE 1 7 4 1 902.0000 0.7700000 467.87000 1538.784
## INFO [12:38:15.988] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 485.88064 1030.000
## INFO [12:38:15.988] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:15.988] [bbotk] FREE 1 8 4 5 902.0000 0.8028074 467.87000 1892.551
## INFO [12:38:15.988] [bbotk] FREE 1 7 10 5 902.0000 0.7700000 497.08114 1019.249
## INFO [12:38:15.988] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:15.988] [bbotk] 29.43990 24.81354 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 35.44336 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.28400 29.61000 36.30530 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 26.00516 35.22245 26.70249 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 31.95572 22.15742 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 23.16778 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.39221 28.39197 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 34.39022 35.68499 34.79592 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 34.00267 22.65118 28.73429 21.603 83 NA
## INFO [12:38:15.988] [bbotk] 31.85884 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.48665 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 29.24188 29.61000 26.88883 26.850 83 NA
## INFO [12:38:15.988] [bbotk] 23.77147 29.61000 30.24000 26.850 83 NA
## INFO [12:38:15.988] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:15.988] [bbotk] 1641 0.17 0.178562389 6 0.2825763
## INFO [12:38:15.988] [bbotk] 1642 0.27 0.091846858 4 0.2732719
## INFO [12:38:15.988] [bbotk] 1643 0.02 0.058823529 1 0.1749689
## INFO [12:38:15.988] [bbotk] 1644 0.02 0.099665544 2 0.2962493
## INFO [12:38:15.988] [bbotk] 1645 0.12 0.136717027 4 0.2413008
## INFO [12:38:15.988] [bbotk] 1646 0.00 0.091137790 2 0.1967746
## INFO [12:38:15.988] [bbotk] 1647 0.02 0.011342702 1 0.2079265
## INFO [12:38:15.988] [bbotk] 1648 0.02 0.058823529 1 0.1749689
## INFO [12:38:15.988] [bbotk] 1649 0.47 0.245909396 7 0.3833077
## INFO [12:38:15.988] [bbotk] 1650 0.27 0.169040232 5 0.2476941
## INFO [12:38:15.988] [bbotk] 1651 0.07 0.025928612 2 0.2249426
## INFO [12:38:15.988] [bbotk] 1652 0.17 0.159470650 6 0.3070864
## INFO [12:38:15.988] [bbotk] 1653 0.37 0.220378274 6 0.3244530
## INFO [12:38:15.988] [bbotk] 1654 0.37 0.136409787 5 0.3311093
## INFO [12:38:15.988] [bbotk] 1655 0.07 0.100274657 3 0.2555441
## INFO [12:38:15.988] [bbotk] 1656 0.02 0.001003029 1 0.2004217
## INFO [12:38:15.988] [bbotk] 1657 0.02 0.059937988 2 0.1738544
## INFO [12:38:15.988] [bbotk] 1658 0.02 0.058823529 1 0.1749689
## INFO [12:38:15.988] [bbotk] 1659 0.17 0.126717978 4 0.2656306
## INFO [12:38:15.988] [bbotk] 1660 0.02 0.083696804 4 0.2238873
## INFO [12:38:16.327] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:16.549] [bbotk] Result of batch 84:
## INFO [12:38:16.556] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:16.556] [bbotk] FLY 1 7 3 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 2 12 5 902.0000 0.7700000 467.8700 1819.756
## INFO [12:38:16.556] [bbotk] FLY 7 7 6 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 11 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 9 4 5 902.0000 0.8094055 710.3413 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 11 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 5 4 5 867.7539 0.7700000 467.8700 1257.496
## INFO [12:38:16.556] [bbotk] FREE 1 7 2 5 881.5874 0.7928678 592.4302 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 1 4 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 7 4 5 902.0000 0.7821215 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 11 7 4 5 962.2366 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 7 4 5 902.4318 0.7700000 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FLY 1 5 4 5 902.0000 0.6748807 467.8700 1030.000
## INFO [12:38:16.556] [bbotk] FREE 1 7 4 5 948.1178 0.7949244 467.8700 1017.740
## INFO [12:38:16.556] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:16.556] [bbotk] 29.24188 29.33477 30.24000 25.43407 84 NA
## INFO [12:38:16.556] [bbotk] 22.59776 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.56926 29.61000 30.24000 29.59389 84 NA
## INFO [12:38:16.556] [bbotk] 29.65534 22.04688 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.24188 29.61000 23.47463 31.91732 84 NA
## INFO [12:38:16.556] [bbotk] 29.82639 29.61000 30.24000 30.83830 84 NA
## INFO [12:38:16.556] [bbotk] 29.24188 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 21.93795 29.61000 35.43030 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.38971 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 28.15480 23.45228 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 33.57690 29.61000 30.24000 29.16233 84 NA
## INFO [12:38:16.556] [bbotk] 29.55001 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.00360 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.24188 32.75177 26.55097 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.43990 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.24188 29.61000 21.82748 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.38916 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.40573 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.24188 26.84686 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] 29.16372 29.61000 30.24000 26.85000 84 NA
## INFO [12:38:16.556] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:16.556] [bbotk] 1661 0.32 0.1846627005 5 0.2924501
## INFO [12:38:16.556] [bbotk] 1662 0.22 0.1925694598 4 0.2151129
## INFO [12:38:16.556] [bbotk] 1663 0.07 0.1916192596 5 0.3322144
## INFO [12:38:16.556] [bbotk] 1664 0.12 0.1011874366 4 0.2966467
## INFO [12:38:16.556] [bbotk] 1665 0.27 0.1268429890 5 0.2657556
## INFO [12:38:16.556] [bbotk] 1666 0.02 0.0224641298 2 0.2218828
## INFO [12:38:16.556] [bbotk] 1667 0.07 0.0000000000 0 0.1994186
## INFO [12:38:16.556] [bbotk] 1668 0.07 0.1049245251 3 0.3039385
## INFO [12:38:16.556] [bbotk] 1669 0.00 0.0594293356 2 0.1743631
## INFO [12:38:16.556] [bbotk] 1670 0.22 0.1130301764 5 0.2186670
## INFO [12:38:16.556] [bbotk] 1671 0.02 0.1069005082 6 0.2474956
## INFO [12:38:16.556] [bbotk] 1672 0.22 0.0600861797 2 0.2006813
## INFO [12:38:16.556] [bbotk] 1673 0.17 0.1186234555 3 0.2020917
## INFO [12:38:16.556] [bbotk] 1674 0.27 0.0256569564 3 0.2233931
## INFO [12:38:16.556] [bbotk] 1675 0.02 0.0008114694 1 0.2002301
## INFO [12:38:16.556] [bbotk] 1676 0.17 0.1063793740 3 0.3012807
## INFO [12:38:16.556] [bbotk] 1677 0.02 0.0006035266 1 0.2000222
## INFO [12:38:16.556] [bbotk] 1678 0.02 0.0008244729 2 0.1999371
## INFO [12:38:16.556] [bbotk] 1679 0.27 0.1439038582 4 0.2600492
## INFO [12:38:16.556] [bbotk] 1680 0.02 0.0214755461 4 0.2176547
## INFO [12:38:16.925] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:17.119] [bbotk] Result of batch 85:
## INFO [12:38:17.127] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:17.127] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] FREE 9 7 4 5 965.7848 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] BREAST 3 5 4 4 902.0000 0.7700000 467.8700 1039.153
## INFO [12:38:17.127] [bbotk] FLY 11 7 3 4 902.0000 0.7700000 467.8700 1715.124
## INFO [12:38:17.127] [bbotk] FREE 1 7 4 5 860.5358 0.7700000 799.4321 1742.766
## INFO [12:38:17.127] [bbotk] FREE 1 5 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] FREE 1 5 4 7 902.0000 0.7754099 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] MEDLEY 1 7 4 1 902.0000 0.7280399 251.0729 1030.000
## INFO [12:38:17.127] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] FREE 1 5 4 5 933.8684 0.8212486 467.8700 1047.986
## INFO [12:38:17.127] [bbotk] FREE 1 5 4 5 910.7745 0.7700000 467.8700 1818.494
## INFO [12:38:17.127] [bbotk] FREE 1 2 4 2 911.5226 0.7597798 467.8700 1870.473
## INFO [12:38:17.127] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] FREE 9 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] FREE 1 7 4 0 994.7846 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] FREE 6 3 10 5 1006.9444 0.7927869 275.6513 1030.000
## INFO [12:38:17.127] [bbotk] FREE 1 7 10 5 902.4318 0.7700000 467.8700 1095.962
## INFO [12:38:17.127] [bbotk] FREE 1 1 4 5 971.3210 0.7700000 949.6671 1583.983
## INFO [12:38:17.127] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.127] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:17.127] [bbotk] 29.39920 29.61000 30.24000 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.24188 27.32441 30.24000 26.41537 85 NA
## INFO [12:38:17.127] [bbotk] 29.45456 32.70263 33.87012 25.87609 85 NA
## INFO [12:38:17.127] [bbotk] 29.56952 29.61000 30.24000 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.71031 31.24794 25.41163 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.55111 29.61000 25.35064 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.38916 35.86009 30.24000 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.65534 24.70052 30.24000 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.43990 29.61000 30.24000 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.24188 31.01643 30.24000 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.24188 29.61000 31.07635 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.24188 28.67799 30.08431 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 24.16845 29.61000 24.44670 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.24188 29.61000 30.24000 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 29.56926 29.61000 30.24000 27.57513 85 NA
## INFO [12:38:17.127] [bbotk] 29.39221 29.61000 30.24000 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] 26.36044 29.61000 30.24000 25.33504 85 NA
## INFO [12:38:17.127] [bbotk] 29.24188 29.61000 34.38975 26.70083 85 NA
## INFO [12:38:17.127] [bbotk] 23.59967 26.34956 30.24000 22.33103 85 NA
## INFO [12:38:17.127] [bbotk] 29.24188 29.61000 27.19358 26.85000 85 NA
## INFO [12:38:17.127] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:17.127] [bbotk] 1681 0.00 0.0594681969 2 0.1743242
## INFO [12:38:17.127] [bbotk] 1682 0.17 0.0924758953 4 0.2860230
## INFO [12:38:17.127] [bbotk] 1683 0.17 0.2649213453 9 0.2881112
## INFO [12:38:17.127] [bbotk] 1684 0.02 0.2780139666 6 0.3182676
## INFO [12:38:17.127] [bbotk] 1685 0.17 0.1015705224 6 0.2972462
## INFO [12:38:17.127] [bbotk] 1686 0.12 0.1341478061 4 0.2136347
## INFO [12:38:17.127] [bbotk] 1687 0.32 0.1433700498 5 0.2253263
## INFO [12:38:17.127] [bbotk] 1688 0.22 0.1586495879 6 0.2923577
## INFO [12:38:17.127] [bbotk] 1689 0.02 0.0008114694 1 0.2002301
## INFO [12:38:17.127] [bbotk] 1690 0.27 0.0642771281 2 0.2048722
## INFO [12:38:17.127] [bbotk] 1691 0.02 0.0821823614 5 0.1650900
## INFO [12:38:17.127] [bbotk] 1692 0.02 0.1136520138 5 0.2130702
## INFO [12:38:17.127] [bbotk] 1693 0.52 0.2122904524 7 0.2759509
## INFO [12:38:17.127] [bbotk] 1694 0.07 0.0000000000 0 0.1994186
## INFO [12:38:17.127] [bbotk] 1695 0.00 0.1226374168 4 0.2288021
## INFO [12:38:17.127] [bbotk] 1696 0.02 0.0923185926 3 0.2630393
## INFO [12:38:17.127] [bbotk] 1697 0.00 0.2487066190 8 0.3135617
## INFO [12:38:17.127] [bbotk] 1698 0.00 0.0766400301 5 0.2154279
## INFO [12:38:17.127] [bbotk] 1699 0.27 0.2051602285 7 0.3394792
## INFO [12:38:17.127] [bbotk] 1700 0.37 0.0683151165 2 0.1484042
## INFO [12:38:17.433] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:17.639] [bbotk] Result of batch 86:
## INFO [12:38:17.647] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:17.647] [bbotk] FREE 1 4 7 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 5 11 5 902.0000 0.7700000 467.8700 1653.979
## INFO [12:38:17.647] [bbotk] MEDLEY 1 5 4 5 904.4862 0.7871385 233.9999 1030.000
## INFO [12:38:17.647] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 7 1 5 1001.5531 0.7715919 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 2 7 4 5 893.3482 0.7700000 591.4400 1644.888
## INFO [12:38:17.647] [bbotk] FREE 1 5 1 5 902.0000 0.7851453 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 3 5 4 7 902.0000 0.7700000 195.4618 1218.214
## INFO [12:38:17.647] [bbotk] FREE 7 5 4 5 902.0000 0.7700000 467.8700 1652.419
## INFO [12:38:17.647] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 7 4 5 902.0000 0.7485065 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] BACK 1 6 4 5 902.0000 0.8109149 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FLY 1 7 1 3 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 7 2 5 931.8461 0.7912970 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 2 4 5 934.0091 0.7768988 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] MEDLEY 1 5 5 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:17.647] [bbotk] FREE 1 7 9 7 902.0000 0.7700000 467.8700 1378.835
## INFO [12:38:17.647] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:17.647] [bbotk] 29.50434 29.61000 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.37414 29.61000 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 29.61000 30.24000 22.74393 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 24.08611 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 25.17370 30.93996 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 33.56597 30.24000 22.57747 86 NA
## INFO [12:38:17.647] [bbotk] 29.40573 26.37089 36.02238 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 29.61000 26.95992 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.36484 33.42271 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 31.95572 30.45884 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.43990 29.61000 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 26.45943 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 29.61000 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 25.86379 29.61000 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.45456 29.17502 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.65534 29.61000 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.47479 29.61000 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 29.61000 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 29.24188 26.09056 30.24000 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] 21.89331 29.61000 25.47740 26.85000 86 NA
## INFO [12:38:17.647] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:17.647] [bbotk] 1701 0.07 0.1775461278 4 0.2341985
## INFO [12:38:17.647] [bbotk] 1702 0.00 0.1558734885 4 0.2376451
## INFO [12:38:17.647] [bbotk] 1703 0.12 0.1564614157 6 0.2566990
## INFO [12:38:17.647] [bbotk] 1704 0.22 0.0802430893 2 0.2785372
## INFO [12:38:17.647] [bbotk] 1705 0.22 0.1137442805 5 0.2503800
## INFO [12:38:17.647] [bbotk] 1706 0.22 0.0956624578 3 0.1969953
## INFO [12:38:17.647] [bbotk] 1707 0.17 0.1379183899 7 0.3362125
## INFO [12:38:17.647] [bbotk] 1708 0.17 0.1303413689 4 0.2048789
## INFO [12:38:17.647] [bbotk] 1709 0.17 0.2199816949 7 0.3033693
## INFO [12:38:17.647] [bbotk] 1710 0.02 0.1650149070 5 0.2544756
## INFO [12:38:17.647] [bbotk] 1711 0.02 0.0008114694 1 0.2002301
## INFO [12:38:17.647] [bbotk] 1712 0.22 0.0157287218 2 0.2069988
## INFO [12:38:17.647] [bbotk] 1713 0.22 0.1243325011 3 0.2572949
## INFO [12:38:17.647] [bbotk] 1714 0.22 0.1903132182 4 0.3108472
## INFO [12:38:17.647] [bbotk] 1715 0.02 0.0754378384 5 0.2120736
## INFO [12:38:17.647] [bbotk] 1716 0.12 0.0729877603 4 0.1519245
## INFO [12:38:17.647] [bbotk] 1717 0.02 0.0009544163 1 0.2003731
## INFO [12:38:17.647] [bbotk] 1718 0.07 0.0000000000 0 0.1994186
## INFO [12:38:17.647] [bbotk] 1719 0.22 0.1901176659 4 0.2119412
## INFO [12:38:17.647] [bbotk] 1720 0.22 0.1836658606 5 0.3124071
## INFO [12:38:18.020] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:18.221] [bbotk] Result of batch 87:
## INFO [12:38:18.228] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:18.228] [bbotk] FREE 8 5 10 5 902.5296 0.7700000 467.8700 1496.706
## INFO [12:38:18.228] [bbotk] FREE 1 4 6 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 7 4 5 873.9013 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 5 7 3 5 902.0000 0.7301057 118.7857 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 3 8 5 902.0000 0.7700000 374.0140 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 7 4 5 904.9057 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 7 5 4 5 869.3906 0.7700000 727.2137 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 5 9 5 902.0000 0.7700000 345.6801 1030.000
## INFO [12:38:18.228] [bbotk] BACK 10 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 198.3473 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 7 1 5 902.0000 0.8205798 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 10 1 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 5 4 6 909.4095 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] BREAST 2 0 4 5 897.3841 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 7 4 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 9 7 4 0 902.0000 0.8287843 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:18.228] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:18.228] [bbotk] 31.32787 24.45625 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.39096 29.61000 28.54050 22.90925 87 NA
## INFO [12:38:18.228] [bbotk] 29.18838 29.61000 35.68940 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 24.40058 30.84730 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 31.61689 29.61000 35.71779 26.96683 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 23.48483 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 29.61000 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.85354 29.61000 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 23.97024 26.29717 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 29.61000 30.24000 32.60879 87 NA
## INFO [12:38:18.228] [bbotk] 29.40301 29.61000 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 29.61000 40.15825 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 29.61000 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 30.11869 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 23.20144 30.24000 28.04454 87 NA
## INFO [12:38:18.228] [bbotk] 29.65535 29.61000 30.24000 21.43429 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 29.61000 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.24188 29.61000 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.39920 29.61000 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] 29.56952 29.61000 30.24000 26.85000 87 NA
## INFO [12:38:18.228] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:18.228] [bbotk] 1721 0.07 0.233376649 7 0.3136484
## INFO [12:38:18.228] [bbotk] 1722 0.27 0.143382710 5 0.1815446
## INFO [12:38:18.228] [bbotk] 1723 0.07 0.027154683 3 0.2261687
## INFO [12:38:18.228] [bbotk] 1724 0.12 0.170402626 6 0.2974580
## INFO [12:38:18.228] [bbotk] 1725 0.00 0.086210544 4 0.1723946
## INFO [12:38:18.228] [bbotk] 1726 0.22 0.147205751 4 0.2202947
## INFO [12:38:18.228] [bbotk] 1727 0.07 0.001029674 1 0.1983890
## INFO [12:38:18.228] [bbotk] 1728 0.02 0.147756561 5 0.2546442
## INFO [12:38:18.228] [bbotk] 1729 0.47 0.092976885 3 0.1719415
## INFO [12:38:18.228] [bbotk] 1730 0.07 0.154185880 4 0.2358597
## INFO [12:38:18.228] [bbotk] 1731 0.02 0.118307343 3 0.3177260
## INFO [12:38:18.228] [bbotk] 1732 0.17 0.047579310 2 0.2469002
## INFO [12:38:18.228] [bbotk] 1733 0.00 0.070166232 2 0.1636326
## INFO [12:38:18.228] [bbotk] 1734 0.07 0.069060714 3 0.2096558
## INFO [12:38:18.228] [bbotk] 1735 0.32 0.148507882 4 0.2864077
## INFO [12:38:18.228] [bbotk] 1736 0.22 0.149218613 5 0.2198139
## INFO [12:38:18.228] [bbotk] 1737 0.17 0.178106288 4 0.3187014
## INFO [12:38:18.228] [bbotk] 1738 0.07 0.058823529 1 0.2435332
## INFO [12:38:18.228] [bbotk] 1739 0.17 0.127897009 4 0.2921068
## INFO [12:38:18.228] [bbotk] 1740 0.02 0.001342612 1 0.2007612
## INFO [12:38:18.515] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:18.776] [bbotk] Result of batch 88:
## INFO [12:38:18.788] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:18.788] [bbotk] MEDLEY 1 7 3 5 899.4598 0.7700000 467.87000 1324.153
## INFO [12:38:18.788] [bbotk] FREE 1 7 9 5 890.4520 0.7700000 467.87000 1030.000
## INFO [12:38:18.788] [bbotk] FREE 11 7 4 5 902.0000 0.7700000 544.56708 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1427.444
## INFO [12:38:18.788] [bbotk] FREE 4 7 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1291.711
## INFO [12:38:18.788] [bbotk] FREE 1 5 4 5 928.8620 0.7700000 467.87000 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 314.56213 1638.992
## INFO [12:38:18.788] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1049.458
## INFO [12:38:18.788] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 935.88305 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:18.788] [bbotk] FLY 1 7 4 5 902.0000 0.7700000 586.52497 1823.709
## INFO [12:38:18.788] [bbotk] FREE 1 7 4 5 859.3096 0.7700000 467.87000 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 5 4 5 896.2754 0.7629073 367.22511 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:18.788] [bbotk] BREAST 1 7 4 5 902.0000 0.7700000 392.81144 1030.000
## INFO [12:38:18.788] [bbotk] FREE 8 7 9 5 945.7128 0.7700000 62.00753 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 5 11 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:18.788] [bbotk] FREE 1 9 12 5 902.0000 0.7623421 105.81678 1030.000
## INFO [12:38:18.788] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:18.788] [bbotk] 25.71690 28.45587 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 30.71243 23.55582 30.73861 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.38971 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.39221 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.24188 32.25019 30.24000 21.51297 88 NA
## INFO [12:38:18.788] [bbotk] 33.41587 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.47841 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 32.76784 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.42347 27.84201 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.24188 29.61000 30.24000 21.59985 88 NA
## INFO [12:38:18.788] [bbotk] 29.40013 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.24188 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.52717 29.61000 29.40970 25.86360 88 NA
## INFO [12:38:18.788] [bbotk] 29.24188 28.22236 30.24000 21.65748 88 NA
## INFO [12:38:18.788] [bbotk] 29.38916 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.55554 29.83688 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.45456 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 21.80776 24.45266 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.48665 29.61000 30.24000 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] 29.24188 29.61000 30.07478 26.85000 88 NA
## INFO [12:38:18.788] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:18.788] [bbotk] 1741 0.17 0.155231996 6 0.2942979
## INFO [12:38:18.788] [bbotk] 1742 0.17 0.093970965 5 0.2334416
## INFO [12:38:18.788] [bbotk] 1743 0.02 0.064175184 3 0.2635938
## INFO [12:38:18.788] [bbotk] 1744 0.00 0.083442712 3 0.1878475
## INFO [12:38:18.788] [bbotk] 1745 0.17 0.107259583 4 0.3019312
## INFO [12:38:18.788] [bbotk] 1746 0.02 0.091733337 3 0.1798010
## INFO [12:38:18.788] [bbotk] 1747 0.00 0.069311560 3 0.1644809
## INFO [12:38:18.788] [bbotk] 1748 0.07 0.060714260 3 0.2600351
## INFO [12:38:18.788] [bbotk] 1749 0.07 0.067598373 4 0.1799052
## INFO [12:38:18.788] [bbotk] 1750 0.17 0.055378139 2 0.2528846
## INFO [12:38:18.788] [bbotk] 1751 0.00 0.059472034 2 0.1743204
## INFO [12:38:18.788] [bbotk] 1752 0.12 0.114100721 3 0.2536797
## INFO [12:38:18.788] [bbotk] 1753 0.07 0.023847253 4 0.2196713
## INFO [12:38:18.788] [bbotk] 1754 0.22 0.099747975 6 0.2158933
## INFO [12:38:18.788] [bbotk] 1755 0.00 0.059427056 2 0.1743654
## INFO [12:38:18.788] [bbotk] 1756 0.12 0.065633092 4 0.2585430
## INFO [12:38:18.788] [bbotk] 1757 0.00 0.159122465 5 0.2967849
## INFO [12:38:18.788] [bbotk] 1758 0.12 0.168108584 4 0.2480354
## INFO [12:38:18.788] [bbotk] 1759 0.02 0.001003029 1 0.2004217
## INFO [12:38:18.788] [bbotk] 1760 0.22 0.141816165 5 0.2199579
## INFO [12:38:19.140] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:19.440] [bbotk] Result of batch 89:
## INFO [12:38:19.447] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:19.447] [bbotk] MEDLEY 1 7 4 5 1008.5722 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 1 7 4 5 904.5889 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 1 7 4 5 902.0000 0.7571305 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] BREAST 1 6 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 8 7 4 5 975.0710 0.7700000 277.8294 1805.8368
## INFO [12:38:19.447] [bbotk] FREE 1 7 4 2 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] BREAST 1 5 4 7 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 1 7 4 5 888.0348 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 5 8 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 1 7 4 5 902.0000 0.7913293 467.8700 1057.2942
## INFO [12:38:19.447] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FLY 1 7 4 5 1001.8219 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] BREAST 4 7 4 5 902.0000 0.7546308 467.8700 1421.1687
## INFO [12:38:19.447] [bbotk] FREE 1 1 4 5 902.0000 0.7700000 760.0702 938.7244
## INFO [12:38:19.447] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:19.447] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:19.447] [bbotk] 29.24188 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.24188 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.55554 29.61000 30.24000 30.53115 89 NA
## INFO [12:38:19.447] [bbotk] 29.47842 22.13843 35.25750 24.18499 89 NA
## INFO [12:38:19.447] [bbotk] 29.50846 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 33.00377 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 31.29146 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.79080 29.61000 26.57160 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 21.47349 29.61000 35.46194 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.40013 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 34.95422 29.61000 30.24000 32.79960 89 NA
## INFO [12:38:19.447] [bbotk] 29.39384 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.24188 29.61000 35.29258 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.24188 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 24.74958 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.38916 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.54382 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.60316 29.61000 27.49915 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.65534 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] 29.24188 29.61000 30.24000 26.85000 89 NA
## INFO [12:38:19.447] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:19.447] [bbotk] 1761 0.02 0.0965883135 2 0.2931721
## INFO [12:38:19.447] [bbotk] 1762 0.07 0.0009174018 1 0.1985012
## INFO [12:38:19.447] [bbotk] 1763 0.02 0.0219115499 3 0.2171245
## INFO [12:38:19.447] [bbotk] 1764 0.22 0.1766312842 6 0.3081589
## INFO [12:38:19.447] [bbotk] 1765 0.00 0.0599159142 2 0.1738765
## INFO [12:38:19.447] [bbotk] 1766 0.07 0.1587472703 5 0.3072797
## INFO [12:38:19.447] [bbotk] 1767 0.22 0.0672222475 2 0.2010215
## INFO [12:38:19.447] [bbotk] 1768 0.37 0.1901494080 5 0.2696363
## INFO [12:38:19.447] [bbotk] 1769 0.07 0.0530515259 3 0.2520655
## INFO [12:38:19.447] [bbotk] 1770 0.02 0.0594720342 2 0.2588907
## INFO [12:38:19.447] [bbotk] 1771 0.32 0.1709930666 4 0.3042394
## INFO [12:38:19.447] [bbotk] 1772 0.02 0.0006227281 1 0.2000414
## INFO [12:38:19.447] [bbotk] 1773 0.02 0.0208756677 3 0.2202943
## INFO [12:38:19.447] [bbotk] 1774 0.02 0.0113427025 1 0.2079265
## INFO [12:38:19.447] [bbotk] 1775 0.12 0.1126046928 3 0.3087838
## INFO [12:38:19.447] [bbotk] 1776 0.00 0.0594270560 2 0.1743654
## INFO [12:38:19.447] [bbotk] 1777 0.22 0.1450198162 5 0.2968034
## INFO [12:38:19.447] [bbotk] 1778 0.27 0.0924367313 5 0.2313494
## INFO [12:38:19.447] [bbotk] 1779 0.00 0.0718605104 3 0.1619384
## INFO [12:38:19.447] [bbotk] 1780 0.07 0.0000000000 0 0.1994186
## INFO [12:38:19.800] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:19.997] [bbotk] Result of batch 90:
## INFO [12:38:20.004] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:20.004] [bbotk] FREE 7 9 8 5 987.4245 0.7847808 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 1 1 4 5 902.0000 0.7313138 467.8700 962.8111
## INFO [12:38:20.004] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 1 7 4 5 994.0636 0.7700000 467.8700 1456.3134
## INFO [12:38:20.004] [bbotk] FREE 12 7 4 4 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] MEDLEY 2 5 9 5 890.2321 0.7700000 467.8700 1204.7973
## INFO [12:38:20.004] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] FLY 1 7 3 5 920.6305 0.7700000 467.8700 1721.8984
## INFO [12:38:20.004] [bbotk] FREE 1 8 1 5 958.8607 0.7772428 945.1216 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 5 5 1 5 862.4103 0.7700000 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] BACK 1 5 9 5 902.0000 0.7700000 607.3306 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 2 7 4 5 902.0000 0.7700000 46.7028 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 1 7 4 5 912.7096 0.7849160 370.4664 1798.8789
## INFO [12:38:20.004] [bbotk] BREAST 6 8 4 5 934.1188 0.7708362 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 12 1 11 1 902.0000 0.7700000 768.8534 1509.2310
## INFO [12:38:20.004] [bbotk] FREE 1 7 9 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 1 6 4 5 902.0000 0.7816471 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] FREE 3 7 4 1 898.9674 0.7673384 467.8700 1030.0000
## INFO [12:38:20.004] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:20.004] [bbotk] 33.60473 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.45456 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.24188 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.43990 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 31.77642 36.40017 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 23.56936 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 23.58685 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.51020 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.24188 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.56260 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.38971 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.40013 29.61000 28.33726 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.24188 24.53605 29.56200 32.48046 90 NA
## INFO [12:38:20.004] [bbotk] 33.20759 35.69109 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 25.01897 26.05765 30.77654 22.43544 90 NA
## INFO [12:38:20.004] [bbotk] 29.24188 23.09463 30.23655 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 23.30107 29.61000 30.24000 29.15677 90 NA
## INFO [12:38:20.004] [bbotk] 33.85678 29.61000 30.24000 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.24188 29.61000 28.40291 26.85000 90 NA
## INFO [12:38:20.004] [bbotk] 29.24188 29.61000 22.91843 22.94028 90 NA
## INFO [12:38:20.004] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:20.004] [bbotk] 1781 0.12 0.2270346567 6 0.3059714
## INFO [12:38:20.004] [bbotk] 1782 0.17 0.0700741118 4 0.1980267
## INFO [12:38:20.004] [bbotk] 1783 0.02 0.0113427025 1 0.2079265
## INFO [12:38:20.004] [bbotk] 1784 0.00 0.0596349988 2 0.1741574
## INFO [12:38:20.004] [bbotk] 1785 0.17 0.0950858964 4 0.2633091
## INFO [12:38:20.004] [bbotk] 1786 0.07 0.1408917515 3 0.2820463
## INFO [12:38:20.004] [bbotk] 1787 0.07 0.2731938448 7 0.3545608
## INFO [12:38:20.004] [bbotk] 1788 0.02 0.0010995549 1 0.2005182
## INFO [12:38:20.004] [bbotk] 1789 0.07 0.1660353010 4 0.2520011
## INFO [12:38:20.004] [bbotk] 1790 0.12 0.1698251640 6 0.2487619
## INFO [12:38:20.004] [bbotk] 1791 0.02 0.0006058062 1 0.2000244
## INFO [12:38:20.004] [bbotk] 1792 0.22 0.1970763423 6 0.2765633
## INFO [12:38:20.004] [bbotk] 1793 0.12 0.2352195864 7 0.3123148
## INFO [12:38:20.004] [bbotk] 1794 0.37 0.1247152111 4 0.3240361
## INFO [12:38:20.004] [bbotk] 1795 0.27 0.1136596046 8 0.2598965
## INFO [12:38:20.004] [bbotk] 1796 0.22 0.2132637140 7 0.3498779
## INFO [12:38:20.004] [bbotk] 1797 0.07 0.3188125295 8 0.3404051
## INFO [12:38:20.004] [bbotk] 1798 0.00 0.0890770541 3 0.2268373
## INFO [12:38:20.004] [bbotk] 1799 0.27 0.0664503739 3 0.1956117
## INFO [12:38:20.004] [bbotk] 1800 0.27 0.1616415791 6 0.3463513
## INFO [12:38:20.342] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:20.557] [bbotk] Result of batch 91:
## INFO [12:38:20.564] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:20.564] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] FREE 1 7 4 8 902.0000 0.7469051 231.66849 1030.000
## INFO [12:38:20.564] [bbotk] FREE 12 5 11 8 991.0749 0.7700000 529.22584 1030.000
## INFO [12:38:20.564] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 467.87000 1650.360
## INFO [12:38:20.564] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] BACK 7 7 4 5 902.0000 0.7700000 224.96909 1030.000
## INFO [12:38:20.564] [bbotk] FREE 1 2 4 5 934.0091 0.7700000 467.87000 1195.236
## INFO [12:38:20.564] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 467.87000 1552.646
## INFO [12:38:20.564] [bbotk] FREE 7 4 4 5 906.0233 0.7957308 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] FREE 8 4 4 5 891.0640 0.7700000 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] BREAST 9 7 4 5 902.0000 0.7913293 467.87000 1057.294
## INFO [12:38:20.564] [bbotk] FREE 6 7 4 5 902.0000 0.7700000 50.32714 1030.000
## INFO [12:38:20.564] [bbotk] FREE 1 7 4 5 902.0000 0.7855463 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] FREE 1 5 4 3 933.3289 0.7700000 467.87000 1205.965
## INFO [12:38:20.564] [bbotk] FREE 1 5 8 5 902.0000 0.7700000 467.87000 1061.746
## INFO [12:38:20.564] [bbotk] FREE 1 5 5 1 902.0000 0.7614315 467.87000 1062.393
## INFO [12:38:20.564] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] BREAST 1 7 12 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] FREE 1 5 4 5 902.0000 0.7667558 467.87000 1030.000
## INFO [12:38:20.564] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:20.564] [bbotk] 29.24188 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.50846 22.10901 27.55583 22.97514 91 NA
## INFO [12:38:20.564] [bbotk] 29.24188 29.61000 30.24000 22.99226 91 NA
## INFO [12:38:20.564] [bbotk] 29.24188 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.47842 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.24188 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 27.79327 32.80038 22.68857 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.65534 26.07898 31.27814 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.46707 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 32.92696 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 28.41760 21.40809 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.24188 31.95572 30.63484 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.24188 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 24.77834 29.61000 24.27117 32.31650 91 NA
## INFO [12:38:20.564] [bbotk] 29.24188 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.24188 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 30.72611 27.12306 35.94531 21.83318 91 NA
## INFO [12:38:20.564] [bbotk] 29.51050 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.24188 34.82846 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] 29.43295 29.61000 30.24000 26.85000 91 NA
## INFO [12:38:20.564] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:20.564] [bbotk] 1801 0.07 0.000000000 0 0.1994186
## INFO [12:38:20.564] [bbotk] 1802 0.42 0.135252296 7 0.2658514
## INFO [12:38:20.564] [bbotk] 1803 0.17 0.290067130 7 0.3019175
## INFO [12:38:20.564] [bbotk] 1804 0.07 0.000000000 0 0.1994186
## INFO [12:38:20.564] [bbotk] 1805 0.02 0.097258726 3 0.2966774
## INFO [12:38:20.564] [bbotk] 1806 0.02 0.058823529 1 0.1749689
## INFO [12:38:20.564] [bbotk] 1807 0.27 0.174512019 6 0.3425590
## INFO [12:38:20.564] [bbotk] 1808 0.27 0.098766176 6 0.1765784
## INFO [12:38:20.564] [bbotk] 1809 0.07 0.091310871 3 0.2319060
## INFO [12:38:20.564] [bbotk] 1810 0.07 0.138377764 5 0.2761380
## INFO [12:38:20.564] [bbotk] 1811 0.32 0.156703890 5 0.2957698
## INFO [12:38:20.564] [bbotk] 1812 0.22 0.133106641 6 0.3156869
## INFO [12:38:20.564] [bbotk] 1813 0.22 0.084660171 2 0.2839810
## INFO [12:38:20.564] [bbotk] 1814 0.22 0.066934755 4 0.2642663
## INFO [12:38:20.564] [bbotk] 1815 0.02 0.139375920 4 0.2117607
## INFO [12:38:20.564] [bbotk] 1816 0.00 0.119564340 3 0.2013359
## INFO [12:38:20.564] [bbotk] 1817 0.32 0.238572605 9 0.2005348
## INFO [12:38:20.564] [bbotk] 1818 0.02 0.001100771 1 0.2005194
## INFO [12:38:20.564] [bbotk] 1819 0.37 0.137882270 3 0.2583669
## INFO [12:38:20.564] [bbotk] 1820 0.00 0.060136594 3 0.1747160
## INFO [12:38:20.885] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:21.083] [bbotk] Result of batch 92:
## INFO [12:38:21.090] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:21.090] [bbotk] FREE 1 9 6 5 895.6422 0.7700000 467.87000 1773.078
## INFO [12:38:21.090] [bbotk] BREAST 5 7 9 5 902.0000 0.7531364 689.71117 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] BACK 1 8 4 3 1003.1897 0.7700000 467.87000 1432.374
## INFO [12:38:21.090] [bbotk] FREE 1 1 4 5 1007.0800 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 1 10 4 902.0000 0.7939117 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FLY 7 5 3 5 902.0000 0.7700000 467.87000 1486.493
## INFO [12:38:21.090] [bbotk] FLY 1 5 12 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 5 4 5 950.2981 0.7913293 44.33157 1030.000
## INFO [12:38:21.090] [bbotk] FREE 5 5 4 5 899.8048 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 9 4 9 1019.4597 0.7700000 344.34870 1030.000
## INFO [12:38:21.090] [bbotk] MEDLEY 1 2 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 5 4 5 946.5602 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 7 4 5 934.0091 0.7981565 716.53090 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] FREE 8 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:21.090] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:21.090] [bbotk] 25.99116 24.15865 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 29.61000 30.24 29.16316 92 NA
## INFO [12:38:21.090] [bbotk] 29.48665 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.43990 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 34.50446 24.26017 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 31.11776 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 25.54820 30.24 30.12372 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 30.11066 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 31.95572 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.40334 29.61000 30.24 23.65412 92 NA
## INFO [12:38:21.090] [bbotk] 29.40084 29.61000 30.24 27.44031 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 29.61000 30.24 21.38342 92 NA
## INFO [12:38:21.090] [bbotk] 29.55554 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.24188 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 29.50846 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] 24.43371 29.61000 30.24 26.85000 92 NA
## INFO [12:38:21.090] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:21.090] [bbotk] 1821 0.32 0.19923623 6 0.2794786
## INFO [12:38:21.090] [bbotk] 1822 0.22 0.20459283 6 0.3235080
## INFO [12:38:21.090] [bbotk] 1823 0.00 0.05982656 2 0.1739659
## INFO [12:38:21.090] [bbotk] 1824 0.00 0.05963500 2 0.1741574
## INFO [12:38:21.090] [bbotk] 1825 0.17 0.23662891 5 0.3055390
## INFO [12:38:21.090] [bbotk] 1826 0.27 0.13836904 4 0.2730898
## INFO [12:38:21.090] [bbotk] 1827 0.00 0.18806469 5 0.2051511
## INFO [12:38:21.090] [bbotk] 1828 0.17 0.29508677 7 0.3577502
## INFO [12:38:21.090] [bbotk] 1829 0.12 0.17841194 4 0.2601835
## INFO [12:38:21.090] [bbotk] 1830 0.07 0.11472700 5 0.1901129
## INFO [12:38:21.090] [bbotk] 1831 0.12 0.13516811 5 0.2499901
## INFO [12:38:21.090] [bbotk] 1832 0.17 0.17053495 6 0.2945184
## INFO [12:38:21.090] [bbotk] 1833 0.27 0.11764706 2 0.1994186
## INFO [12:38:21.090] [bbotk] 1834 0.12 0.10212141 3 0.1955878
## INFO [12:38:21.090] [bbotk] 1835 0.00 0.06010886 2 0.1736836
## INFO [12:38:21.090] [bbotk] 1836 0.02 0.05882353 1 0.1749689
## INFO [12:38:21.090] [bbotk] 1837 0.02 0.03133003 3 0.2279138
## INFO [12:38:21.090] [bbotk] 1838 0.00 0.07016623 2 0.1636326
## INFO [12:38:21.090] [bbotk] 1839 0.00 0.05991591 2 0.1738765
## INFO [12:38:21.090] [bbotk] 1840 0.07 0.07852632 2 0.2775403
## INFO [12:38:21.404] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:21.636] [bbotk] Result of batch 93:
## INFO [12:38:21.644] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:21.644] [bbotk] FREE 1 7 10 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] BREAST 11 7 4 9 880.7305 0.7700000 467.8700 1332.485
## INFO [12:38:21.644] [bbotk] FREE 1 7 12 5 950.2981 0.8154749 467.8700 1057.294
## INFO [12:38:21.644] [bbotk] FREE 5 5 4 5 920.5849 0.7900933 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FREE 10 5 4 6 902.0000 0.7844795 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] MEDLEY 1 0 4 0 902.0000 0.7449285 215.1059 1030.000
## INFO [12:38:21.644] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 538.8103 1030.000
## INFO [12:38:21.644] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 327.9839 1030.000
## INFO [12:38:21.644] [bbotk] FREE 1 6 3 0 902.0000 0.7700000 467.8700 1770.210
## INFO [12:38:21.644] [bbotk] FREE 1 5 4 5 1011.9630 0.7700000 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FREE 1 4 9 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FREE 1 8 4 7 986.1111 0.7700054 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FREE 7 6 5 5 902.0000 0.7700000 467.8700 978.312
## INFO [12:38:21.644] [bbotk] BACK 10 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FREE 1 1 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:21.644] [bbotk] FLY 2 7 4 9 902.0000 0.7792893 719.8476 1030.000
## INFO [12:38:21.644] [bbotk] BACK 11 7 4 1 902.0000 0.7700000 440.0851 1030.000
## INFO [12:38:21.644] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:21.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 23.74044 24.58701 34.22723 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.24188 36.14384 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 25.25024 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 23.39494 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.50846 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 25.73844 35.08887 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.37704 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.24188 29.61000 29.55695 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 27.24268 30.95674 23.59427 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 28.17402 29.80515 34.15774 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.48665 29.61000 37.04548 26.39729 93 NA
## INFO [12:38:21.644] [bbotk] 29.39221 23.45767 30.24000 29.94779 93 NA
## INFO [12:38:21.644] [bbotk] 29.43990 29.61000 30.24000 22.87900 93 NA
## INFO [12:38:21.644] [bbotk] 22.17724 29.61000 30.24000 31.99970 93 NA
## INFO [12:38:21.644] [bbotk] 29.56926 29.61000 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] 29.24188 36.45411 30.24000 26.85000 93 NA
## INFO [12:38:21.644] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:21.644] [bbotk] 1841 0.02 0.058823529 1 0.1994186
## INFO [12:38:21.644] [bbotk] 1842 0.37 0.256719516 8 0.4055258
## INFO [12:38:21.644] [bbotk] 1843 0.12 0.110353101 5 0.2481133
## INFO [12:38:21.644] [bbotk] 1844 0.02 0.143872817 5 0.2435788
## INFO [12:38:21.644] [bbotk] 1845 0.12 0.202795917 5 0.2765147
## INFO [12:38:21.644] [bbotk] 1846 0.02 0.001092385 1 0.2005110
## INFO [12:38:21.644] [bbotk] 1847 0.32 0.231808999 7 0.3095248
## INFO [12:38:21.644] [bbotk] 1848 0.07 0.000000000 0 0.1994186
## INFO [12:38:21.644] [bbotk] 1849 0.00 0.059377423 2 0.1744150
## INFO [12:38:21.644] [bbotk] 1850 0.07 0.006517769 2 0.2042540
## INFO [12:38:21.644] [bbotk] 1851 0.07 0.067479378 2 0.2668002
## INFO [12:38:21.644] [bbotk] 1852 0.12 0.221174676 4 0.2364900
## INFO [12:38:21.644] [bbotk] 1853 0.22 0.131910018 5 0.2149321
## INFO [12:38:21.644] [bbotk] 1854 0.02 0.134985918 5 0.2163528
## INFO [12:38:21.644] [bbotk] 1855 0.12 0.171937989 7 0.2965452
## INFO [12:38:21.644] [bbotk] 1856 0.17 0.219652599 7 0.2281993
## INFO [12:38:21.644] [bbotk] 1857 0.12 0.197263965 5 0.3117864
## INFO [12:38:21.644] [bbotk] 1858 0.07 0.172509355 4 0.2530591
## INFO [12:38:21.644] [bbotk] 1859 0.17 0.194921838 6 0.3693387
## INFO [12:38:21.644] [bbotk] 1860 0.27 0.204728726 5 0.3733850
## INFO [12:38:21.986] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:22.184] [bbotk] Result of batch 94:
## INFO [12:38:22.191] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:22.191] [bbotk] MEDLEY 1 7 4 5 902.0000 0.8117579 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] FLY 8 3 4 0 949.7591 0.7646506 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] FREE 7 7 7 5 995.2942 0.7700000 284.78427 1030.0000
## INFO [12:38:22.191] [bbotk] FREE 1 7 4 5 902.0000 0.7690618 467.87000 935.2120
## INFO [12:38:22.191] [bbotk] FREE 1 1 4 5 902.0000 0.7700000 394.57437 1570.6420
## INFO [12:38:22.191] [bbotk] BREAST 1 5 4 0 902.0000 0.7700000 726.36369 1030.0000
## INFO [12:38:22.191] [bbotk] MEDLEY 2 5 4 5 859.1476 0.7665300 43.34619 1133.2859
## INFO [12:38:22.191] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 467.87000 982.7558
## INFO [12:38:22.191] [bbotk] FREE 1 1 4 0 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] FREE 1 5 4 5 902.0000 0.8217440 467.87000 1151.7285
## INFO [12:38:22.191] [bbotk] FREE 1 7 4 5 967.3566 0.7700000 85.76764 1242.8655
## INFO [12:38:22.191] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1007.6909
## INFO [12:38:22.191] [bbotk] FLY 3 7 4 5 902.0000 0.7747844 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] FREE 1 7 7 5 902.0000 0.7700000 467.87000 1561.8942
## INFO [12:38:22.191] [bbotk] FREE 1 5 4 5 902.8353 0.7700000 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] FLY 1 5 4 5 931.7958 0.7789338 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] FREE 5 7 4 6 941.6150 0.7700000 706.74026 1030.0000
## INFO [12:38:22.191] [bbotk] FREE 1 7 4 6 902.0000 0.7842967 467.87000 1030.0000
## INFO [12:38:22.191] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:22.191] [bbotk] 29.55554 33.49522 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 26.36734 34.16891 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.86140 22.74924 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 28.81894 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 28.20041 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 27.02572 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 29.61000 31.42491 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 29.61000 30.24000 27.82591 94 NA
## INFO [12:38:22.191] [bbotk] 29.39920 21.94180 30.37942 23.28318 94 NA
## INFO [12:38:22.191] [bbotk] 29.58612 29.61000 38.88946 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 25.35889 29.61000 29.67705 29.43993 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 32.26704 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 33.76797 29.61000 30.24000 30.36358 94 NA
## INFO [12:38:22.191] [bbotk] 29.26929 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 35.76019 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] 29.24188 29.61000 30.24000 26.85000 94 NA
## INFO [12:38:22.191] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:22.191] [bbotk] 1861 0.27 0.081997452 4 0.2814161
## INFO [12:38:22.191] [bbotk] 1862 0.27 0.282548947 8 0.3493589
## INFO [12:38:22.191] [bbotk] 1863 0.07 0.191177701 6 0.3277157
## INFO [12:38:22.191] [bbotk] 1864 0.17 0.007610997 3 0.2063184
## INFO [12:38:22.191] [bbotk] 1865 0.27 0.101476180 4 0.2408490
## INFO [12:38:22.191] [bbotk] 1866 0.22 0.201546922 5 0.2838779
## INFO [12:38:22.191] [bbotk] 1867 0.22 0.228420917 8 0.3219030
## INFO [12:38:22.191] [bbotk] 1868 0.07 0.000000000 0 0.1994186
## INFO [12:38:22.191] [bbotk] 1869 0.22 0.066587526 3 0.2071826
## INFO [12:38:22.191] [bbotk] 1870 0.32 0.166408573 6 0.2478502
## INFO [12:38:22.191] [bbotk] 1871 0.07 0.102989416 5 0.1913207
## INFO [12:38:22.191] [bbotk] 1872 0.07 0.090357057 6 0.2668086
## INFO [12:38:22.191] [bbotk] 1873 0.02 0.058823529 1 0.1749689
## INFO [12:38:22.191] [bbotk] 1874 0.07 0.013743762 2 0.2131624
## INFO [12:38:22.191] [bbotk] 1875 0.17 0.118428815 3 0.3178475
## INFO [12:38:22.191] [bbotk] 1876 0.02 0.127173722 4 0.2677688
## INFO [12:38:22.191] [bbotk] 1877 0.00 0.059231878 3 0.1745605
## INFO [12:38:22.191] [bbotk] 1878 0.12 0.129665236 4 0.2217742
## INFO [12:38:22.191] [bbotk] 1879 0.27 0.170313882 5 0.2628158
## INFO [12:38:22.191] [bbotk] 1880 0.17 0.061159589 2 0.1823736
## INFO [12:38:22.494] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:22.722] [bbotk] Result of batch 95:
## INFO [12:38:22.731] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:22.731] [bbotk] FREE 1 7 4 5 904.9197 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 10 5 4 5 940.3134 0.7700000 467.8700 1796.013
## INFO [12:38:22.731] [bbotk] FREE 1 5 4 5 902.8353 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 1 1 4 5 902.0000 0.7700000 913.2509 1030.000
## INFO [12:38:22.731] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 1 5 4 5 901.9337 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FLY 1 5 4 8 934.0091 0.7718964 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 7 7 8 7 902.0000 0.7700000 467.8700 1390.958
## INFO [12:38:22.731] [bbotk] FREE 1 5 4 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 1 7 4 5 902.0000 0.7429586 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] BREAST 1 1 4 5 902.0000 0.7344316 733.1909 1030.000
## INFO [12:38:22.731] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] BREAST 1 7 3 5 950.2981 0.7913293 467.8700 1057.294
## INFO [12:38:22.731] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 5 5 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 10 5 4 5 902.0000 0.7660794 917.7203 1030.000
## INFO [12:38:22.731] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:22.731] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:22.731] [bbotk] 29.51138 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 23.03644 33.89849 35.93644 24.18019 95 NA
## INFO [12:38:22.731] [bbotk] 29.26929 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.24188 29.61000 30.24000 23.28390 95 NA
## INFO [12:38:22.731] [bbotk] 29.24188 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.24188 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 23.05222 24.99331 21.90699 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 32.17528 29.61000 30.24000 26.27959 95 NA
## INFO [12:38:22.731] [bbotk] 32.68319 29.61000 37.76054 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.48665 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 23.00308 31.46370 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 32.98472 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.47842 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 26.71053 29.61000 22.72970 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 26.46192 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.65534 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.56926 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.43990 23.90877 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.24188 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] 29.24188 29.61000 30.24000 26.85000 95 NA
## INFO [12:38:22.731] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:22.731] [bbotk] 1881 0.02 0.0021390123 2 0.1994884
## INFO [12:38:22.731] [bbotk] 1882 0.27 0.2507262735 8 0.3076553
## INFO [12:38:22.731] [bbotk] 1883 0.00 0.0592318782 3 0.1745605
## INFO [12:38:22.731] [bbotk] 1884 0.22 0.1043271708 3 0.2430101
## INFO [12:38:22.731] [bbotk] 1885 0.07 0.0000000000 0 0.1994186
## INFO [12:38:22.731] [bbotk] 1886 0.02 0.0588470061 2 0.1749924
## INFO [12:38:22.731] [bbotk] 1887 0.32 0.2573515092 8 0.3210819
## INFO [12:38:22.731] [bbotk] 1888 0.12 0.2131609226 6 0.3434378
## INFO [12:38:22.731] [bbotk] 1889 0.00 0.1551801989 4 0.2389044
## INFO [12:38:22.731] [bbotk] 1890 0.02 0.0010030287 1 0.2004217
## INFO [12:38:22.731] [bbotk] 1891 0.12 0.0371716274 3 0.2273486
## INFO [12:38:22.731] [bbotk] 1892 0.27 0.1552137104 5 0.2678251
## INFO [12:38:22.731] [bbotk] 1893 0.02 0.0009693083 1 0.2003879
## INFO [12:38:22.731] [bbotk] 1894 0.22 0.0925958929 3 0.2899274
## INFO [12:38:22.731] [bbotk] 1895 0.12 0.1512871215 6 0.2623861
## INFO [12:38:22.731] [bbotk] 1896 0.02 0.0016942785 1 0.2011129
## INFO [12:38:22.731] [bbotk] 1897 0.00 0.1778121478 4 0.2595837
## INFO [12:38:22.731] [bbotk] 1898 0.12 0.1690421344 6 0.2793197
## INFO [12:38:22.731] [bbotk] 1899 0.02 0.0588235294 1 0.1749689
## INFO [12:38:22.731] [bbotk] 1900 0.02 0.0588235294 1 0.1749689
## INFO [12:38:23.102] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:23.314] [bbotk] Result of batch 96:
## INFO [12:38:23.323] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 9 902.0000 0.7700000 467.8700 1626.955
## INFO [12:38:23.323] [bbotk] MEDLEY 1 7 4 5 928.8108 0.7700000 467.8700 1527.013
## INFO [12:38:23.323] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1135.858
## INFO [12:38:23.323] [bbotk] FREE 1 1 4 5 940.2922 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 5 956.7685 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 5 902.4318 0.7854287 467.8700 1294.052
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 5 950.2981 0.7700000 742.8645 1030.000
## INFO [12:38:23.323] [bbotk] MEDLEY 1 5 4 5 902.0000 0.7389943 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 7 4 5 903.0867 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 7 4 5 873.4966 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 5 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 583.0024 1851.543
## INFO [12:38:23.323] [bbotk] FREE 1 5 4 9 902.0000 0.7700230 123.5767 1368.107
## INFO [12:38:23.323] [bbotk] FREE 1 7 3 1 902.0000 0.7576210 318.9931 1030.000
## INFO [12:38:23.323] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.323] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:23.323] [bbotk] 29.45456 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.47842 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 26.79936 34.39915 37.77524 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 31.10707 29.61000 30.24000 28.23681 96 NA
## INFO [12:38:23.323] [bbotk] 29.28316 29.61000 30.24000 27.79447 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 29.61000 29.96877 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.56952 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.43990 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.40573 29.61000 30.24000 22.33283 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 29.74098 30.63484 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 29.61000 23.43640 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.29151 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 36.20803 37.61401 23.83969 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 29.61000 25.36853 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 32.43756 29.61000 25.24495 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.24188 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] 29.38616 29.61000 30.24000 26.85000 96 NA
## INFO [12:38:23.323] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:23.323] [bbotk] 1901 0.00 0.0596950462 2 0.1740974
## INFO [12:38:23.323] [bbotk] 1902 0.00 0.1546687411 4 0.2383930
## INFO [12:38:23.323] [bbotk] 1903 0.22 0.1503972115 6 0.2883081
## INFO [12:38:23.323] [bbotk] 1904 0.07 0.0000000000 0 0.1994186
## INFO [12:38:23.323] [bbotk] 1905 0.00 0.0798382079 4 0.2204333
## INFO [12:38:23.323] [bbotk] 1906 0.07 0.0773144082 4 0.2150746
## INFO [12:38:23.323] [bbotk] 1907 0.00 0.0790762698 3 0.1725427
## INFO [12:38:23.323] [bbotk] 1908 0.00 0.0701662319 2 0.1636326
## INFO [12:38:23.323] [bbotk] 1909 0.00 0.0601661413 2 0.1736263
## INFO [12:38:23.323] [bbotk] 1910 0.00 0.0596349988 2 0.1741574
## INFO [12:38:23.323] [bbotk] 1911 0.12 0.1008463521 6 0.2015663
## INFO [12:38:23.323] [bbotk] 1912 0.00 0.0946925246 5 0.1804379
## INFO [12:38:23.323] [bbotk] 1913 0.17 0.1439110121 4 0.2600564
## INFO [12:38:23.323] [bbotk] 1914 0.02 0.0005885033 2 0.1992369
## INFO [12:38:23.323] [bbotk] 1915 0.07 0.0101004089 1 0.2095190
## INFO [12:38:23.323] [bbotk] 1916 0.27 0.1225307770 4 0.3200373
## INFO [12:38:23.323] [bbotk] 1917 0.07 0.1307415712 4 0.2321336
## INFO [12:38:23.323] [bbotk] 1918 0.02 0.1880325652 7 0.2671754
## INFO [12:38:23.323] [bbotk] 1919 0.02 0.1288819448 4 0.2576974
## INFO [12:38:23.323] [bbotk] 1920 0.02 0.0005912378 1 0.2000099
## INFO [12:38:23.600] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:23.814] [bbotk] Result of batch 97:
## INFO [12:38:23.822] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:23.822] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] FREE 1 7 4 5 902.4318 0.7700000 467.8700 1892.462
## INFO [12:38:23.822] [bbotk] FREE 1 7 2 5 946.4618 0.7700000 592.9969 1030.000
## INFO [12:38:23.822] [bbotk] FREE 1 7 3 5 873.4265 0.7700000 307.7834 1449.826
## INFO [12:38:23.822] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] MEDLEY 1 7 4 6 902.0000 0.7700000 467.8700 1850.409
## INFO [12:38:23.822] [bbotk] FREE 1 5 4 5 931.4598 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] FREE 12 7 4 5 989.4129 0.7700000 367.8647 1173.009
## INFO [12:38:23.822] [bbotk] FREE 1 5 4 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 309.4267 1030.000
## INFO [12:38:23.822] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] FREE 1 1 4 5 902.0000 0.7700000 288.1271 1030.000
## INFO [12:38:23.822] [bbotk] FREE 12 7 2 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] FREE 1 7 4 2 901.3293 0.7700000 803.6060 1030.000
## INFO [12:38:23.822] [bbotk] MEDLEY 1 2 4 4 902.0000 0.7700000 488.9209 1030.000
## INFO [12:38:23.822] [bbotk] FLY 1 7 4 5 902.0000 0.7700000 800.5743 1584.633
## INFO [12:38:23.822] [bbotk] FREE 4 7 4 5 902.0000 0.7913293 156.8158 1196.310
## INFO [12:38:23.822] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:23.822] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:23.822] [bbotk] 29.50846 29.61000 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.40573 25.59630 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 34.02194 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.39920 29.61000 30.24000 24.28081 97 NA
## INFO [12:38:23.822] [bbotk] 29.40868 29.61000 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 23.17224 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.36922 29.61000 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.26690 29.38949 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 29.61000 36.38454 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.43990 29.61000 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 29.61000 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 29.61000 30.36449 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 21.57192 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 29.61000 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 30.06621 30.57549 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 27.93712 28.17800 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 29.61000 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 31.95572 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] 29.24188 29.61000 22.35629 26.32904 97 NA
## INFO [12:38:23.822] [bbotk] 29.47842 29.61000 30.24000 26.85000 97 NA
## INFO [12:38:23.822] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:23.822] [bbotk] 1921 0.00 0.0599159142 2 0.1738765
## INFO [12:38:23.822] [bbotk] 1922 0.17 0.0684753770 4 0.2635935
## INFO [12:38:23.822] [bbotk] 1923 0.17 0.0994293796 4 0.2371896
## INFO [12:38:23.822] [bbotk] 1924 0.17 0.1177822008 6 0.2563674
## INFO [12:38:23.822] [bbotk] 1925 0.02 0.0006835188 1 0.2001022
## INFO [12:38:23.822] [bbotk] 1926 0.27 0.1921578726 4 0.3075355
## INFO [12:38:23.822] [bbotk] 1927 0.00 0.0697846996 3 0.1640077
## INFO [12:38:23.822] [bbotk] 1928 0.02 0.1055816313 6 0.3009431
## INFO [12:38:23.822] [bbotk] 1929 0.02 0.1367913090 3 0.2205155
## INFO [12:38:23.822] [bbotk] 1930 0.00 0.0694391248 3 0.1839615
## INFO [12:38:23.822] [bbotk] 1931 0.07 0.0000000000 0 0.1994186
## INFO [12:38:23.822] [bbotk] 1932 0.27 0.0703334985 3 0.2108308
## INFO [12:38:23.822] [bbotk] 1933 0.12 0.2076392114 4 0.2889593
## INFO [12:38:23.822] [bbotk] 1934 0.02 0.0588235294 1 0.1749689
## INFO [12:38:23.822] [bbotk] 1935 0.22 0.0869575286 5 0.2207568
## INFO [12:38:23.822] [bbotk] 1936 0.32 0.1906844225 6 0.2350076
## INFO [12:38:23.822] [bbotk] 1937 0.12 0.1129069011 3 0.2813634
## INFO [12:38:23.822] [bbotk] 1938 0.07 0.1006959448 5 0.3000168
## INFO [12:38:23.822] [bbotk] 1939 0.22 0.0860078771 3 0.2147270
## INFO [12:38:23.822] [bbotk] 1940 0.00 0.0597928377 2 0.1739996
## INFO [12:38:24.163] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:24.369] [bbotk] Result of batch 98:
## INFO [12:38:24.376] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 10 5 930.0339 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 10 5 902.0000 0.7913293 467.8700 1396.947
## INFO [12:38:24.376] [bbotk] FREE 1 5 10 5 927.6822 0.7368236 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 3 4 5 922.5481 0.7700000 467.8700 1600.486
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 5 8 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 8 7 4 8 902.0000 0.8045047 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 5 890.9334 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 4 3 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 7 4 0 902.0000 0.7984928 194.7788 1030.000
## INFO [12:38:24.376] [bbotk] FREE 1 0 4 5 902.0000 0.7953768 631.9322 1109.962
## INFO [12:38:24.376] [bbotk] FREE 8 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:24.376] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:24.376] [bbotk] 29.42677 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 33.44215 23.14960 39.59735 24.36588 98 NA
## INFO [12:38:24.376] [bbotk] 22.75855 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.65534 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.24188 29.61000 31.73535 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.40573 29.61000 27.73279 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.24188 35.29619 38.96033 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.46439 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.55554 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 34.11828 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.24188 29.61000 38.70999 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.47842 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.24188 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.64288 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 30.65601 36.43825 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.24188 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 29.46166 29.61000 30.24000 26.85000 98 NA
## INFO [12:38:24.376] [bbotk] 26.58294 29.61000 30.24000 23.65348 98 NA
## INFO [12:38:24.376] [bbotk] 33.18467 28.88214 30.24000 24.06476 98 NA
## INFO [12:38:24.376] [bbotk] 29.24188 29.61000 30.24000 22.35782 98 NA
## INFO [12:38:24.376] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:24.376] [bbotk] 1941 0.02 0.0007576739 1 0.2001763
## INFO [12:38:24.376] [bbotk] 1942 0.37 0.1526746184 6 0.2873982
## INFO [12:38:24.376] [bbotk] 1943 0.07 0.0265671897 1 0.2255812
## INFO [12:38:24.376] [bbotk] 1944 0.00 0.0130369810 2 0.2096207
## INFO [12:38:24.376] [bbotk] 1945 0.00 0.0891290165 4 0.2297241
## INFO [12:38:24.376] [bbotk] 1946 0.07 0.1406518131 6 0.2070641
## INFO [12:38:24.376] [bbotk] 1947 0.22 0.1497771173 5 0.2736458
## INFO [12:38:24.376] [bbotk] 1948 0.02 0.0009118241 1 0.2003305
## INFO [12:38:24.376] [bbotk] 1949 0.00 0.1777559168 4 0.2026566
## INFO [12:38:24.376] [bbotk] 1950 0.07 0.0199823851 1 0.2194010
## INFO [12:38:24.376] [bbotk] 1951 0.17 0.1496746405 4 0.2919665
## INFO [12:38:24.376] [bbotk] 1952 0.02 0.0009693083 1 0.2003879
## INFO [12:38:24.376] [bbotk] 1953 0.02 0.0588235294 1 0.1749689
## INFO [12:38:24.376] [bbotk] 1954 0.02 0.0055647814 2 0.2049834
## INFO [12:38:24.376] [bbotk] 1955 0.32 0.1499192228 4 0.2316908
## INFO [12:38:24.376] [bbotk] 1956 0.07 0.0000000000 0 0.1994186
## INFO [12:38:24.376] [bbotk] 1957 0.00 0.0597241479 2 0.1740683
## INFO [12:38:24.376] [bbotk] 1958 0.22 0.1073579222 5 0.2827562
## INFO [12:38:24.376] [bbotk] 1959 0.37 0.1109452901 7 0.2485037
## INFO [12:38:24.376] [bbotk] 1960 0.17 0.0814279481 2 0.2789344
## INFO [12:38:24.681] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:24.880] [bbotk] Result of batch 99:
## INFO [12:38:24.889] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:24.889] [bbotk] BREAST 6 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FREE 1 7 4 1 892.5850 0.7769942 467.87000 1796.601
## INFO [12:38:24.889] [bbotk] MEDLEY 7 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FREE 4 7 8 5 902.0000 0.7440146 467.87000 1224.515
## INFO [12:38:24.889] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] BREAST 1 7 4 5 861.1002 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FLY 11 7 4 0 902.0000 0.7829497 467.87000 1152.499
## INFO [12:38:24.889] [bbotk] FLY 1 8 4 5 901.9840 0.7700000 66.85062 1030.000
## INFO [12:38:24.889] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1057.294
## INFO [12:38:24.889] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FREE 8 0 4 5 898.5549 0.7700000 62.76368 1030.000
## INFO [12:38:24.889] [bbotk] FREE 8 5 4 8 902.0000 0.7700000 467.87000 1447.992
## INFO [12:38:24.889] [bbotk] FREE 6 5 7 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:24.889] [bbotk] FLY 1 5 4 5 902.0000 0.7700000 22.75214 1030.000
## INFO [12:38:24.889] [bbotk] BACK 1 7 4 2 879.6248 0.7700000 281.88778 1472.128
## INFO [12:38:24.889] [bbotk] FREE 6 7 4 1 940.9638 0.7700000 273.12959 1030.000
## INFO [12:38:24.889] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.47842 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 31.98478 29.61000 30.24000 28.77904 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 21.65394 25.51096 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.45821 32.62181 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 21.97912 30.24000 29.88977 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 25.35092 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 35.52830 29.96737 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 21.64191 30.24000 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.50070 26.85000 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 30.24000 31.41804 99 NA
## INFO [12:38:24.889] [bbotk] 29.24188 29.61000 39.57327 28.63730 99 NA
## INFO [12:38:24.889] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:24.889] [bbotk] 1961 0.17 0.1176470588 2 0.3170657
## INFO [12:38:24.889] [bbotk] 1962 0.02 0.0009693083 1 0.2003879
## INFO [12:38:24.889] [bbotk] 1963 0.02 0.0588235294 1 0.1749689
## INFO [12:38:24.889] [bbotk] 1964 0.02 0.1096006051 4 0.2815161
## INFO [12:38:24.889] [bbotk] 1965 0.02 0.1385937009 4 0.3300583
## INFO [12:38:24.889] [bbotk] 1966 0.07 0.0000000000 0 0.1994186
## INFO [12:38:24.889] [bbotk] 1967 0.22 0.0469881824 2 0.2448777
## INFO [12:38:24.889] [bbotk] 1968 0.00 0.1336405336 4 0.2657437
## INFO [12:38:24.889] [bbotk] 1969 0.02 0.0588235294 1 0.1749689
## INFO [12:38:24.889] [bbotk] 1970 0.17 0.0733167088 2 0.2727353
## INFO [12:38:24.889] [bbotk] 1971 0.17 0.1859847106 5 0.3559539
## INFO [12:38:24.889] [bbotk] 1972 0.47 0.1550320735 6 0.2879043
## INFO [12:38:24.889] [bbotk] 1973 0.00 0.0604719274 2 0.1733205
## INFO [12:38:24.889] [bbotk] 1974 0.17 0.0448856685 2 0.2431798
## INFO [12:38:24.889] [bbotk] 1975 0.32 0.1514782571 5 0.2900635
## INFO [12:38:24.889] [bbotk] 1976 0.00 0.2338776322 6 0.3041447
## INFO [12:38:24.889] [bbotk] 1977 0.12 0.2073678349 4 0.2880149
## INFO [12:38:24.889] [bbotk] 1978 0.27 0.1460022338 4 0.2605231
## INFO [12:38:24.889] [bbotk] 1979 0.27 0.1867720609 6 0.2878562
## INFO [12:38:24.889] [bbotk] 1980 0.07 0.1815771723 6 0.3245133
## INFO [12:38:25.269] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:25.465] [bbotk] Result of batch 100:
## INFO [12:38:25.472] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:25.472] [bbotk] FREE 1 5 11 0 902.0000 0.7700000 751.95318 1030.000
## INFO [12:38:25.472] [bbotk] FREE 8 7 4 9 902.0000 0.7700000 467.87000 1422.739
## INFO [12:38:25.472] [bbotk] FREE 1 5 5 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] FREE 1 2 6 5 902.0000 0.7697370 467.87000 1820.998
## INFO [12:38:25.472] [bbotk] FREE 1 0 12 5 902.0000 0.7837087 467.87000 1764.697
## INFO [12:38:25.472] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 467.87000 1057.294
## INFO [12:38:25.472] [bbotk] BACK 1 7 4 5 934.6797 0.7700000 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] FREE 1 7 4 2 862.1690 0.7756996 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] FREE 1 7 4 5 902.1142 0.7700000 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] BACK 3 5 4 8 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] FREE 1 5 4 3 902.0000 0.7700000 467.87000 1695.521
## INFO [12:38:25.472] [bbotk] FREE 1 6 4 3 902.0000 0.7700000 42.82896 1030.000
## INFO [12:38:25.472] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] FREE 1 9 4 6 902.0000 0.7700000 486.25194 1030.000
## INFO [12:38:25.472] [bbotk] FREE 3 5 4 4 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] FREE 12 7 10 5 902.0000 0.7332633 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:25.472] [bbotk] BREAST 12 5 4 5 856.7892 0.7700000 467.87000 1478.063
## INFO [12:38:25.472] [bbotk] FREE 1 5 4 0 902.0000 0.7777623 467.87000 1115.820
## INFO [12:38:25.472] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:25.472] [bbotk] 29.55554 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.65534 29.61000 34.14528 31.65160 100 NA
## INFO [12:38:25.472] [bbotk] 29.24188 27.30786 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.56952 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 27.01772 29.61000 31.90495 28.82543 100 NA
## INFO [12:38:25.472] [bbotk] 29.46541 25.86994 30.24000 28.71626 100 NA
## INFO [12:38:25.472] [bbotk] 22.56402 35.85864 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 30.27601 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.24188 29.61000 39.53864 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.24188 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 27.24220 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.24188 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 28.00026 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.24188 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.24188 29.61000 26.44661 24.09102 100 NA
## INFO [12:38:25.472] [bbotk] 29.38225 35.44551 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.50846 29.61000 22.19404 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 29.56926 29.61000 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] 33.51505 29.61000 30.24000 28.58383 100 NA
## INFO [12:38:25.472] [bbotk] 26.30902 26.39628 30.24000 26.85000 100 NA
## INFO [12:38:25.472] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:25.472] [bbotk] 1981 0.00 1.953344e-01 5 0.2202351
## INFO [12:38:25.472] [bbotk] 1982 0.07 1.793892e-01 6 0.3108929
## INFO [12:38:25.472] [bbotk] 1983 0.22 1.265739e-01 3 0.1483974
## INFO [12:38:25.472] [bbotk] 1984 0.02 1.342612e-03 1 0.2007612
## INFO [12:38:25.472] [bbotk] 1985 0.32 1.897031e-01 7 0.2121606
## INFO [12:38:25.472] [bbotk] 1986 0.22 1.890676e-01 7 0.2697147
## INFO [12:38:25.472] [bbotk] 1987 0.27 1.120661e-01 4 0.2522566
## INFO [12:38:25.472] [bbotk] 1988 0.00 7.464152e-02 3 0.2712253
## INFO [12:38:25.472] [bbotk] 1989 0.37 1.028406e-01 4 0.2366399
## INFO [12:38:25.472] [bbotk] 1990 0.07 4.045605e-05 1 0.1993782
## INFO [12:38:25.472] [bbotk] 1991 0.07 2.434883e-01 5 0.3258193
## INFO [12:38:25.472] [bbotk] 1992 0.07 1.578404e-01 3 0.2415646
## INFO [12:38:25.472] [bbotk] 1993 0.42 1.490355e-01 4 0.2226529
## INFO [12:38:25.472] [bbotk] 1994 0.02 5.882353e-02 1 0.1749689
## INFO [12:38:25.472] [bbotk] 1995 0.32 1.444864e-01 5 0.2148242
## INFO [12:38:25.472] [bbotk] 1996 0.12 1.996737e-01 5 0.2245744
## INFO [12:38:25.472] [bbotk] 1997 0.12 1.498106e-01 5 0.2767178
## INFO [12:38:25.472] [bbotk] 1998 0.02 1.341560e-03 1 0.2007602
## INFO [12:38:25.472] [bbotk] 1999 0.27 2.457867e-01 7 0.3164052
## INFO [12:38:25.472] [bbotk] 2000 0.17 1.485781e-01 6 0.2259683
## INFO [12:38:25.829] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:26.021] [bbotk] Result of batch 101:
## INFO [12:38:26.031] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:26.031] [bbotk] FLY 1 7 4 5 901.1250 0.7757632 773.8373 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] BREAST 1 8 4 5 901.2223 0.7700000 467.8700 1275.8519
## INFO [12:38:26.031] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 442.2545 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 6 2 1 5 902.0000 0.7977537 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] BREAST 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 1 5 4 0 902.0000 0.7466799 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 1 5 1 1 923.8419 0.7592718 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] BACK 1 5 9 5 902.0000 0.7700000 467.8700 1043.6291
## INFO [12:38:26.031] [bbotk] BACK 1 5 4 5 1002.0158 0.7842477 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] BACK 1 7 4 5 950.2981 0.7913293 711.2709 1030.0000
## INFO [12:38:26.031] [bbotk] FLY 1 7 4 5 902.0000 0.7569859 467.8700 1856.8060
## INFO [12:38:26.031] [bbotk] FREE 1 7 5 5 1017.7271 0.7700000 339.9669 939.5015
## INFO [12:38:26.031] [bbotk] BACK 1 7 4 5 914.3502 0.7700000 467.8700 1058.9970
## INFO [12:38:26.031] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:26.031] [bbotk] FREE 1 3 4 5 905.1878 0.7700000 303.4577 1030.0000
## INFO [12:38:26.031] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:26.031] [bbotk] 29.39920 23.05985 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.24188 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.54689 33.59157 27.27931 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 34.46505 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.24188 25.52937 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.27070 33.00425 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.39310 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.24188 27.60648 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.45291 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.50666 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 24.91082 23.39347 37.29529 27.83404 101 NA
## INFO [12:38:26.031] [bbotk] 29.24188 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.66304 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.52857 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 33.65152 31.95572 25.61544 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.47842 29.61000 28.95096 26.62856 101 NA
## INFO [12:38:26.031] [bbotk] 35.60385 22.30407 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.18149 23.49577 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.39221 29.61000 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] 29.24188 30.55533 30.24000 26.85000 101 NA
## INFO [12:38:26.031] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:26.031] [bbotk] 2001 0.27 0.1050515788 6 0.3033457
## INFO [12:38:26.031] [bbotk] 2002 0.07 0.0000000000 0 0.1994186
## INFO [12:38:26.031] [bbotk] 2003 0.22 0.0847369241 4 0.1835700
## INFO [12:38:26.031] [bbotk] 2004 0.22 0.1541739347 5 0.2947690
## INFO [12:38:26.031] [bbotk] 2005 0.22 0.0174081776 2 0.2156045
## INFO [12:38:26.031] [bbotk] 2006 0.27 0.1942852263 6 0.2172333
## INFO [12:38:26.031] [bbotk] 2007 0.12 0.0594431955 2 0.2588618
## INFO [12:38:26.031] [bbotk] 2008 0.12 0.1292264384 4 0.2105465
## INFO [12:38:26.031] [bbotk] 2009 0.00 0.0596883069 2 0.1741041
## INFO [12:38:26.031] [bbotk] 2010 0.00 0.0599085702 2 0.1738838
## INFO [12:38:26.031] [bbotk] 2011 0.22 0.2547499054 9 0.2645138
## INFO [12:38:26.031] [bbotk] 2012 0.02 0.1772937023 4 0.2590653
## INFO [12:38:26.031] [bbotk] 2013 0.00 0.1571423952 5 0.2438892
## INFO [12:38:26.031] [bbotk] 2014 0.02 0.0011748118 1 0.2005934
## INFO [12:38:26.031] [bbotk] 2015 0.12 0.1360587340 7 0.3072777
## INFO [12:38:26.031] [bbotk] 2016 0.17 0.1169837312 6 0.2457096
## INFO [12:38:26.031] [bbotk] 2017 0.37 0.1676119328 6 0.2453264
## INFO [12:38:26.031] [bbotk] 2018 0.17 0.0889072954 5 0.2801717
## INFO [12:38:26.031] [bbotk] 2019 0.02 0.0006160364 1 0.2000347
## INFO [12:38:26.031] [bbotk] 2020 0.12 0.0737922666 4 0.2051516
## INFO [12:38:26.364] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:26.574] [bbotk] Result of batch 102:
## INFO [12:38:26.581] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:26.581] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1729.922
## INFO [12:38:26.581] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] BREAST 11 7 4 8 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] BACK 1 5 2 1 902.0000 0.7598137 235.0890 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 6 6 1 910.5660 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 431.2332 1792.563
## INFO [12:38:26.581] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] BREAST 1 9 4 5 902.0000 0.7599099 467.8700 1702.265
## INFO [12:38:26.581] [bbotk] FREE 1 5 4 8 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 5 4 5 890.9642 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] MEDLEY 1 7 4 1 902.0000 0.7700000 467.8700 1903.577
## INFO [12:38:26.581] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1057.294
## INFO [12:38:26.581] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 346.1109 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] MEDLEY 1 5 4 5 911.4779 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 5 7 5 902.0000 0.7179050 814.9124 1030.000
## INFO [12:38:26.581] [bbotk] FREE 1 5 4 5 902.4318 0.7700000 467.8700 1030.000
## INFO [12:38:26.581] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:26.581] [bbotk] 29.24188 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 24.44993 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 29.61000 37.15758 27.73380 102 NA
## INFO [12:38:26.581] [bbotk] 24.32641 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 27.17620 29.61000 33.35724 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.43990 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.65534 29.61000 30.24000 28.21182 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 26.72515 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 26.86180 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 27.93244 31.95572 30.24000 30.54671 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 35.62281 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.47842 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.56926 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 29.61000 30.24000 28.86867 102 NA
## INFO [12:38:26.581] [bbotk] 29.24188 29.61000 38.47206 24.53134 102 NA
## INFO [12:38:26.581] [bbotk] 29.40573 29.61000 30.24000 26.85000 102 NA
## INFO [12:38:26.581] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:26.581] [bbotk] 2021 0.02 0.0422709452 1 0.2416896
## INFO [12:38:26.581] [bbotk] 2022 0.07 0.0000000000 0 0.1994186
## INFO [12:38:26.581] [bbotk] 2023 0.27 0.1961069060 4 0.3383987
## INFO [12:38:26.581] [bbotk] 2024 0.02 0.2773625756 8 0.2901784
## INFO [12:38:26.581] [bbotk] 2025 0.22 0.1996484914 5 0.2110002
## INFO [12:38:26.581] [bbotk] 2026 0.07 0.0000000000 0 0.1994186
## INFO [12:38:26.581] [bbotk] 2027 0.07 0.0664979736 4 0.2654142
## INFO [12:38:26.581] [bbotk] 2028 0.02 0.0008114694 1 0.2002301
## INFO [12:38:26.581] [bbotk] 2029 0.17 0.1684433007 6 0.2733799
## INFO [12:38:26.581] [bbotk] 2030 0.17 0.1288334101 3 0.2101535
## INFO [12:38:26.581] [bbotk] 2031 0.07 0.0627341669 2 0.1788795
## INFO [12:38:26.581] [bbotk] 2032 0.02 0.0588235294 1 0.1749689
## INFO [12:38:26.581] [bbotk] 2033 0.12 0.1801587110 4 0.3041279
## INFO [12:38:26.581] [bbotk] 2034 0.17 0.0347116245 4 0.2262414
## INFO [12:38:26.581] [bbotk] 2035 0.37 0.0896731363 3 0.2225340
## INFO [12:38:26.581] [bbotk] 2036 0.00 0.0597928377 2 0.1739996
## INFO [12:38:26.581] [bbotk] 2037 0.00 0.0601650890 2 0.1736273
## INFO [12:38:26.581] [bbotk] 2038 0.02 0.1311634603 4 0.2202760
## INFO [12:38:26.581] [bbotk] 2039 0.17 0.1849491766 6 0.2517367
## INFO [12:38:26.581] [bbotk] 2040 0.00 0.0596480023 3 0.1741444
## INFO [12:38:26.904] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:27.100] [bbotk] Result of batch 103:
## INFO [12:38:27.109] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:27.109] [bbotk] FREE 1 9 4 5 902.0000 0.7700000 152.48009 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 5 4 5 927.4104 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 5 4 5 909.0293 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 5 4 5 892.9378 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FLY 1 5 4 6 902.0000 0.7700000 733.63365 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] MEDLEY 1 7 4 5 902.0000 0.8136021 467.87000 1193.191
## INFO [12:38:27.109] [bbotk] FREE 1 7 4 8 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 7 10 6 940.5618 0.7700000 467.87000 1069.623
## INFO [12:38:27.109] [bbotk] FREE 3 1 8 5 989.0259 0.7758817 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] BACK 2 9 4 5 908.7924 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 541.04889 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 5 4 0 901.0620 0.7672457 467.87000 1629.940
## INFO [12:38:27.109] [bbotk] FREE 1 7 4 5 902.0000 0.7767511 57.21339 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 9 5 1 5 867.0078 0.7700000 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] FREE 1 2 4 8 902.0000 0.7756367 467.87000 1030.000
## INFO [12:38:27.109] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:27.109] [bbotk] 29.24188 29.61000 35.68215 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 32.28247 22.07480 30.24000 30.59144 103 NA
## INFO [12:38:27.109] [bbotk] 29.36506 29.61000 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.24188 29.61000 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.48096 29.61000 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.61750 29.61000 38.18970 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.50666 29.61000 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.24188 31.95572 30.63484 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.56952 29.61000 26.89551 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.50846 36.22198 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.24188 29.61000 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.65153 25.06914 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 28.11251 29.30870 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.45845 29.61000 32.31283 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 32.13088 29.61000 30.24000 25.74162 103 NA
## INFO [12:38:27.109] [bbotk] 29.52593 26.66531 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 22.28368 33.36613 30.24000 21.69996 103 NA
## INFO [12:38:27.109] [bbotk] 29.24188 26.75421 39.48336 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] 29.39861 29.61000 30.24000 25.93471 103 NA
## INFO [12:38:27.109] [bbotk] 29.39447 29.61000 30.24000 26.85000 103 NA
## INFO [12:38:27.109] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:27.109] [bbotk] 2041 0.22 0.095295005 3 0.2357923
## INFO [12:38:27.109] [bbotk] 2042 0.07 0.119328613 4 0.1937514
## INFO [12:38:27.109] [bbotk] 2043 0.00 0.068332684 3 0.1654597
## INFO [12:38:27.109] [bbotk] 2044 0.02 0.061314406 2 0.1724780
## INFO [12:38:27.109] [bbotk] 2045 0.02 0.063014516 3 0.1772004
## INFO [12:38:27.109] [bbotk] 2046 0.22 0.219223224 6 0.2933621
## INFO [12:38:27.109] [bbotk] 2047 0.02 0.001085041 1 0.2005037
## INFO [12:38:27.109] [bbotk] 2048 0.12 0.086129780 5 0.2855484
## INFO [12:38:27.109] [bbotk] 2049 0.12 0.070586411 3 0.2102064
## INFO [12:38:27.109] [bbotk] 2050 0.27 0.026731132 2 0.2261498
## INFO [12:38:27.109] [bbotk] 2051 0.02 0.058823529 1 0.1749689
## INFO [12:38:27.109] [bbotk] 2052 0.22 0.152991098 6 0.2221516
## INFO [12:38:27.109] [bbotk] 2053 0.00 0.214066235 7 0.2914738
## INFO [12:38:27.109] [bbotk] 2054 0.22 0.186223211 6 0.3239834
## INFO [12:38:27.109] [bbotk] 2055 0.02 0.080767481 4 0.2782740
## INFO [12:38:27.109] [bbotk] 2056 0.07 0.167244503 7 0.2485646
## INFO [12:38:27.109] [bbotk] 2057 0.22 0.095506384 5 0.2925105
## INFO [12:38:27.109] [bbotk] 2058 0.27 0.039872779 2 0.2381669
## INFO [12:38:27.109] [bbotk] 2059 0.12 0.194118350 6 0.2739778
## INFO [12:38:27.109] [bbotk] 2060 0.22 0.119193380 4 0.2009650
## INFO [12:38:27.390] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:27.611] [bbotk] Result of batch 104:
## INFO [12:38:27.621] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:27.621] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 792.7529 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 4 4 5 936.1469 0.7687376 464.7489 1688.623
## INFO [12:38:27.621] [bbotk] FREE 3 5 4 5 977.1203 0.7700000 519.7259 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 7 6 4 862.7290 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FLY 1 5 9 5 920.0793 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 3 4 5 927.4104 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] BACK 1 2 4 5 902.0000 0.7740366 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] BREAST 3 7 4 5 902.0000 0.7700000 467.8700 1435.274
## INFO [12:38:27.621] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1025.482
## INFO [12:38:27.621] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 7 4 5 905.9700 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 6 4 5 902.0000 0.7729923 467.8700 1462.953
## INFO [12:38:27.621] [bbotk] FREE 1 7 11 5 902.0000 0.7700000 755.2889 1030.000
## INFO [12:38:27.621] [bbotk] FREE 11 5 12 0 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 0 4 5 910.7284 0.7759250 751.1056 1030.000
## INFO [12:38:27.621] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:27.621] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:27.621] [bbotk] 29.48665 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.24188 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 22.75226 25.97522 23.22309 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.24188 31.15886 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.47842 26.86883 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.45456 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 34.83032 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.45291 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.36506 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 27.16139 34.47162 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 33.64368 29.47654 29.41948 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.24188 31.99250 29.93304 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.24188 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.24188 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.65534 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 35.07987 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.24188 29.61000 35.32526 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 30.59330 21.46631 35.73278 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.40573 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] 29.65534 29.61000 30.24000 26.85 104 NA
## INFO [12:38:27.621] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:27.621] [bbotk] 2061 0.00 0.059826558 2 0.1739659
## INFO [12:38:27.621] [bbotk] 2062 0.12 0.078926572 2 0.2127259
## INFO [12:38:27.621] [bbotk] 2063 0.32 0.173649438 8 0.2971447
## INFO [12:38:27.621] [bbotk] 2064 0.00 0.153481190 5 0.2306910
## INFO [12:38:27.621] [bbotk] 2065 0.17 0.143161599 5 0.1905853
## INFO [12:38:27.621] [bbotk] 2066 0.00 0.059695046 2 0.1740974
## INFO [12:38:27.621] [bbotk] 2067 0.17 0.205777323 5 0.2781621
## INFO [12:38:27.621] [bbotk] 2068 0.00 0.059688307 2 0.1741041
## INFO [12:38:27.621] [bbotk] 2069 0.02 0.068332684 3 0.1964622
## INFO [12:38:27.621] [bbotk] 2070 0.37 0.145683518 5 0.2270504
## INFO [12:38:27.621] [bbotk] 2071 0.22 0.163234630 6 0.2957077
## INFO [12:38:27.621] [bbotk] 2072 0.07 0.069291192 4 0.1706240
## INFO [12:38:27.621] [bbotk] 2073 0.02 0.058823529 1 0.1749689
## INFO [12:38:27.621] [bbotk] 2074 0.07 0.001406811 1 0.1980118
## INFO [12:38:27.621] [bbotk] 2075 0.00 0.013036981 2 0.2096207
## INFO [12:38:27.621] [bbotk] 2076 0.27 0.109382935 4 0.2423453
## INFO [12:38:27.621] [bbotk] 2077 0.02 0.092452306 3 0.2330474
## INFO [12:38:27.621] [bbotk] 2078 0.07 0.289523707 7 0.3120203
## INFO [12:38:27.621] [bbotk] 2079 0.22 0.081082108 5 0.2188423
## INFO [12:38:27.621] [bbotk] 2080 0.02 0.001694279 1 0.2011129
## INFO [12:38:27.920] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:28.136] [bbotk] Result of batch 105:
## INFO [12:38:28.144] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:28.144] [bbotk] FREE 1 4 1 5 902.0000 0.7700000 673.5520 1866.205
## INFO [12:38:28.144] [bbotk] FREE 1 4 4 4 973.6339 0.7700000 467.8700 1045.945
## INFO [12:38:28.144] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 7 7 4 8 986.0531 0.7700000 578.3201 1030.000
## INFO [12:38:28.144] [bbotk] FREE 1 5 4 5 973.5414 0.7700000 479.9077 1030.000
## INFO [12:38:28.144] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 449.3155 1839.130
## INFO [12:38:28.144] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 1 4 2 5 1021.6981 0.7700000 467.8700 1633.658
## INFO [12:38:28.144] [bbotk] FREE 1 7 4 0 902.0000 0.7700000 231.0599 1826.280
## INFO [12:38:28.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 4 5 4 5 899.8477 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 1 5 1 6 902.0000 0.7700000 467.8700 1891.344
## INFO [12:38:28.144] [bbotk] BACK 12 7 4 5 902.0000 0.8008989 467.8700 1152.947
## INFO [12:38:28.144] [bbotk] FREE 1 1 4 1 902.0000 0.8222443 467.8700 1173.774
## INFO [12:38:28.144] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.144] [bbotk] FREE 2 2 4 5 902.0000 0.7698301 467.8700 1055.618
## INFO [12:38:28.144] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:28.144] [bbotk] 29.24188 28.78369 30.24000 27.79746 105 NA
## INFO [12:38:28.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.31218 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 33.51006 24.49732 32.40133 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.24188 29.61000 31.15756 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.49563 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.24188 32.67705 29.44368 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.56952 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.50846 25.98742 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.45291 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.45456 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 30.02363 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.46166 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.55383 34.85536 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.46166 29.61000 30.24000 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.23931 29.40133 30.79947 26.85000 105 NA
## INFO [12:38:28.144] [bbotk] 29.55070 36.17227 30.14153 26.88235 105 NA
## INFO [12:38:28.144] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:28.144] [bbotk] 2081 0.17 0.1888474922 6 0.2445035
## INFO [12:38:28.144] [bbotk] 2082 0.00 0.1439941090 4 0.1772588
## INFO [12:38:28.144] [bbotk] 2083 0.02 0.0588235294 1 0.1749689
## INFO [12:38:28.144] [bbotk] 2084 0.02 0.0002881059 1 0.1997067
## INFO [12:38:28.144] [bbotk] 2085 0.12 0.1542663956 4 0.2964246
## INFO [12:38:28.144] [bbotk] 2086 0.07 0.1289687037 6 0.1921598
## INFO [12:38:28.144] [bbotk] 2087 0.12 0.1116968800 4 0.2213569
## INFO [12:38:28.144] [bbotk] 2088 0.00 0.0598633698 2 0.1739290
## INFO [12:38:28.144] [bbotk] 2089 0.02 0.1965202846 4 0.2754570
## INFO [12:38:28.144] [bbotk] 2090 0.12 0.1359411061 5 0.2940889
## INFO [12:38:28.144] [bbotk] 2091 0.02 0.0013426119 1 0.2007612
## INFO [12:38:28.144] [bbotk] 2092 0.07 0.1335491206 5 0.2475097
## INFO [12:38:28.144] [bbotk] 2093 0.00 0.0596883069 2 0.1741041
## INFO [12:38:28.144] [bbotk] 2094 0.02 0.0008715168 1 0.2002902
## INFO [12:38:28.144] [bbotk] 2095 0.22 0.2316938555 5 0.2470092
## INFO [12:38:28.144] [bbotk] 2096 0.02 0.1310217305 5 0.3304404
## INFO [12:38:28.144] [bbotk] 2097 0.32 0.1564845972 6 0.2393997
## INFO [12:38:28.144] [bbotk] 2098 0.00 0.0597241420 2 0.1740683
## INFO [12:38:28.144] [bbotk] 2099 0.07 0.0613863314 4 0.1740454
## INFO [12:38:28.144] [bbotk] 2100 0.42 0.1464031081 8 0.2275055
## INFO [12:38:28.437] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:28.636] [bbotk] Result of batch 106:
## INFO [12:38:28.644] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:28.644] [bbotk] FREE 1 5 10 5 861.8652 0.7700000 467.8700 1839.247
## INFO [12:38:28.644] [bbotk] FREE 1 7 4 0 939.1823 0.7700000 179.9595 1030.000
## INFO [12:38:28.644] [bbotk] BACK 5 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1057.294
## INFO [12:38:28.644] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] FLY 1 6 4 0 902.0000 0.7700000 542.0685 1030.000
## INFO [12:38:28.644] [bbotk] BACK 1 5 4 5 902.0000 0.7700000 311.8897 1030.000
## INFO [12:38:28.644] [bbotk] FREE 1 7 4 2 902.0000 0.7700000 107.8193 1030.000
## INFO [12:38:28.644] [bbotk] FREE 1 7 9 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] FREE 1 5 4 5 902.4318 0.7700000 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] FREE 11 7 4 5 934.0091 0.7842887 202.1226 1030.000
## INFO [12:38:28.644] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 154.8027 1030.000
## INFO [12:38:28.644] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 467.8700 1492.627
## INFO [12:38:28.644] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.8700 1811.258
## INFO [12:38:28.644] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] FREE 5 5 4 5 1018.7600 0.7700000 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] FLY 1 7 4 1 976.3053 0.7700000 467.8700 1679.121
## INFO [12:38:28.644] [bbotk] FREE 6 7 9 5 873.2482 0.7376146 467.8700 1030.000
## INFO [12:38:28.644] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:28.644] [bbotk] 29.49563 29.61000 30.24000 24.83418 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 22.99690 30.24000 22.59157 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 23.51762 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 31.95572 30.63484 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.55946 29.61000 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.56494 29.61000 30.24000 30.02281 106 NA
## INFO [12:38:28.644] [bbotk] 29.95445 29.61000 39.58974 31.39511 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 29.61000 30.24000 31.35750 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 23.87019 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.40573 29.61000 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 29.61000 34.57180 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 23.63729 29.61000 34.51166 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 29.61000 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 26.93731 30.33899 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 29.24188 30.40556 30.24000 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] 30.08381 29.61000 29.80127 26.85000 106 NA
## INFO [12:38:28.644] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:28.644] [bbotk] 2101 0.07 0.191925980 6 0.2717854
## INFO [12:38:28.644] [bbotk] 2102 0.37 0.136886012 5 0.2970696
## INFO [12:38:28.644] [bbotk] 2103 0.22 0.141271000 3 0.3395651
## INFO [12:38:28.644] [bbotk] 2104 0.02 0.058823529 1 0.1749689
## INFO [12:38:28.644] [bbotk] 2105 0.02 0.070797937 4 0.1663736
## INFO [12:38:28.644] [bbotk] 2106 0.02 0.011342702 1 0.2079265
## INFO [12:38:28.644] [bbotk] 2107 0.02 0.001301371 1 0.2007200
## INFO [12:38:28.644] [bbotk] 2108 0.17 0.198351135 6 0.2671561
## INFO [12:38:28.644] [bbotk] 2109 0.12 0.182220066 6 0.2571558
## INFO [12:38:28.644] [bbotk] 2110 0.37 0.103784209 3 0.2374028
## INFO [12:38:28.644] [bbotk] 2111 0.17 0.081080354 2 0.2205509
## INFO [12:38:28.644] [bbotk] 2112 0.00 0.059648002 3 0.1741444
## INFO [12:38:28.644] [bbotk] 2113 0.02 0.088944857 4 0.2854309
## INFO [12:38:28.644] [bbotk] 2114 0.02 0.091691832 3 0.1966208
## INFO [12:38:28.644] [bbotk] 2115 0.17 0.123038638 4 0.2273869
## INFO [12:38:28.644] [bbotk] 2116 0.12 0.106006616 2 0.2389690
## INFO [12:38:28.644] [bbotk] 2117 0.00 0.070166232 2 0.1636326
## INFO [12:38:28.644] [bbotk] 2118 0.07 0.169694068 5 0.2625437
## INFO [12:38:28.644] [bbotk] 2119 0.12 0.186265495 5 0.3036214
## INFO [12:38:28.644] [bbotk] 2120 0.02 0.137944238 6 0.2662734
## INFO [12:38:29.020] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:29.214] [bbotk] Result of batch 107:
## INFO [12:38:29.222] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:29.222] [bbotk] BACK 1 5 7 5 902.0000 0.7814162 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 5 4 0 902.0000 0.7700000 466.4096 1030.000
## INFO [12:38:29.222] [bbotk] BACK 1 7 4 5 902.0000 0.7882791 467.8700 1353.403
## INFO [12:38:29.222] [bbotk] FREE 1 7 11 0 962.1635 0.7259890 467.8700 1221.407
## INFO [12:38:29.222] [bbotk] FREE 1 1 4 8 1003.0130 0.7700000 467.8700 1154.688
## INFO [12:38:29.222] [bbotk] FREE 9 1 5 5 902.0000 0.7700000 319.9527 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 5 4 1 902.0000 0.8099810 467.8700 1451.881
## INFO [12:38:29.222] [bbotk] BACK 1 7 4 5 1013.1438 0.7700000 766.3494 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 5 4 5 902.4318 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 5 4 8 998.5678 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 6 4 5 897.8488 0.7700000 107.9896 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 5 4 5 918.2739 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 5 4 5 883.4816 0.7700000 467.8700 1057.294
## INFO [12:38:29.222] [bbotk] MEDLEY 6 5 4 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 9 4 5 925.5525 0.7368012 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:29.222] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:29.222] [bbotk] 29.40573 29.61000 38.43495 29.03320 107 NA
## INFO [12:38:29.222] [bbotk] 29.24188 29.61000 30.24000 23.29582 107 NA
## INFO [12:38:29.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.41070 29.61000 30.24000 22.74562 107 NA
## INFO [12:38:29.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 25.40419 32.66711 30.11991 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.50846 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.49563 29.61000 39.01384 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 24.80536 29.61000 33.62293 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.40573 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.24188 29.61000 29.78310 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.55494 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 30.79193 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.24188 21.90137 25.59406 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.24188 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] 29.46079 31.71673 29.37035 28.70262 107 NA
## INFO [12:38:29.222] [bbotk] 29.45223 29.61000 30.24000 32.57411 107 NA
## INFO [12:38:29.222] [bbotk] 29.24188 29.61000 30.24000 31.47564 107 NA
## INFO [12:38:29.222] [bbotk] 29.63502 29.61000 30.24000 26.85000 107 NA
## INFO [12:38:29.222] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:29.222] [bbotk] 2121 0.07 0.215525826 7 0.2938724
## INFO [12:38:29.222] [bbotk] 2122 0.17 0.135621866 4 0.2174545
## INFO [12:38:29.222] [bbotk] 2123 0.02 0.081341836 3 0.2698305
## INFO [12:38:29.222] [bbotk] 2124 0.17 0.179062486 7 0.2971337
## INFO [12:38:29.222] [bbotk] 2125 0.12 0.160972272 4 0.1856170
## INFO [12:38:29.222] [bbotk] 2126 0.22 0.213577856 7 0.2352751
## INFO [12:38:29.222] [bbotk] 2127 0.02 0.001092385 1 0.2005110
## INFO [12:38:29.222] [bbotk] 2128 0.02 0.178034991 6 0.2519553
## INFO [12:38:29.222] [bbotk] 2129 0.07 0.145397388 5 0.3291223
## INFO [12:38:29.222] [bbotk] 2130 0.00 0.059648002 3 0.1741444
## INFO [12:38:29.222] [bbotk] 2131 0.02 0.151866683 3 0.2242514
## INFO [12:38:29.222] [bbotk] 2132 0.27 0.083986696 4 0.2140005
## INFO [12:38:29.222] [bbotk] 2133 0.00 0.060106393 2 0.1736860
## INFO [12:38:29.222] [bbotk] 2134 0.00 0.070942101 3 0.1628503
## INFO [12:38:29.222] [bbotk] 2135 0.22 0.111400361 5 0.2242489
## INFO [12:38:29.222] [bbotk] 2136 0.02 0.235294118 4 0.3051866
## INFO [12:38:29.222] [bbotk] 2137 0.07 0.021098019 4 0.2188342
## INFO [12:38:29.222] [bbotk] 2138 0.00 0.088488941 3 0.1787570
## INFO [12:38:29.222] [bbotk] 2139 0.17 0.095870220 4 0.2227812
## INFO [12:38:29.222] [bbotk] 2140 0.02 0.001611013 1 0.2010296
## INFO [12:38:29.564] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:29.761] [bbotk] Result of batch 108:
## INFO [12:38:29.768] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:29.768] [bbotk] FREE 8 7 4 5 902.0000 0.7906260 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] BACK 1 5 4 5 902.0000 0.8199306 467.8700 1057.2942
## INFO [12:38:29.768] [bbotk] FREE 5 7 4 5 879.8017 0.7462586 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 10 7 7 5 1005.3440 0.7831594 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 1 7 2 5 900.8276 0.8002608 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 4 1 4 6 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 7 7 4 5 902.0000 0.7700000 467.8700 1446.8983
## INFO [12:38:29.768] [bbotk] FREE 11 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1323.2898
## INFO [12:38:29.768] [bbotk] FREE 1 5 4 5 895.8961 0.7700000 467.8700 1685.9180
## INFO [12:38:29.768] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 1 5 4 5 918.0611 0.7700000 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FLY 1 7 4 5 880.6030 0.7127185 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 517.5689 1082.5174
## INFO [12:38:29.768] [bbotk] FREE 1 7 4 5 955.8453 0.7700000 467.8700 1838.3302
## INFO [12:38:29.768] [bbotk] FREE 1 7 4 5 881.6679 0.7700000 467.8700 998.6918
## INFO [12:38:29.768] [bbotk] BREAST 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:29.768] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:29.768] [bbotk] 29.46166 27.90116 38.67881 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.47842 29.61000 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.53638 28.69609 30.24000 31.96885 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 29.61000 29.63237 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 33.65884 29.61000 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 32.75769 29.61000 37.41052 25.82592 108 NA
## INFO [12:38:29.768] [bbotk] 22.47424 30.57948 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 29.61000 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 29.61000 39.30254 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 29.61000 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 25.86296 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 29.61000 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 30.59445 29.61000 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 29.61000 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 23.77735 26.81845 35.05799 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.00442 30.95293 23.97117 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 29.61000 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 29.61000 25.62121 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.24188 25.46757 30.24000 26.85000 108 NA
## INFO [12:38:29.768] [bbotk] 29.55494 29.61000 30.24000 26.29264 108 NA
## INFO [12:38:29.768] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:29.768] [bbotk] 2141 0.22 0.09601301 5 0.2943071
## INFO [12:38:29.768] [bbotk] 2142 0.00 0.05979284 2 0.1739996
## INFO [12:38:29.768] [bbotk] 2143 0.07 0.15796244 7 0.2409761
## INFO [12:38:29.768] [bbotk] 2144 0.07 0.07246216 4 0.2624397
## INFO [12:38:29.768] [bbotk] 2145 0.00 0.17451785 5 0.3122781
## INFO [12:38:29.768] [bbotk] 2146 0.02 0.10608454 6 0.2447675
## INFO [12:38:29.768] [bbotk] 2147 0.17 0.20796212 5 0.2816809
## INFO [12:38:29.768] [bbotk] 2148 0.02 0.08400159 2 0.2834202
## INFO [12:38:29.768] [bbotk] 2149 0.07 0.14588280 3 0.2508118
## INFO [12:38:29.768] [bbotk] 2150 0.02 0.01771288 1 0.2171315
## INFO [12:38:29.768] [bbotk] 2151 0.07 0.11512946 4 0.2207663
## INFO [12:38:29.768] [bbotk] 2152 0.02 0.05882353 1 0.1749689
## INFO [12:38:29.768] [bbotk] 2153 0.00 0.07005747 3 0.1637349
## INFO [12:38:29.768] [bbotk] 2154 0.17 0.07576547 3 0.2621122
## INFO [12:38:29.768] [bbotk] 2155 0.32 0.10705169 4 0.1872941
## INFO [12:38:29.768] [bbotk] 2156 0.22 0.02571189 3 0.2230434
## INFO [12:38:29.768] [bbotk] 2157 0.17 0.06507051 3 0.2056656
## INFO [12:38:29.768] [bbotk] 2158 0.12 0.08228922 3 0.2766464
## INFO [12:38:29.768] [bbotk] 2159 0.27 0.02515847 3 0.2234526
## INFO [12:38:29.768] [bbotk] 2160 0.12 0.12173455 4 0.2353142
## INFO [12:38:30.105] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:30.297] [bbotk] Result of batch 109:
## INFO [12:38:30.309] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:30.309] [bbotk] FREE 9 7 4 7 989.5452 0.7700000 467.87 1057.294
## INFO [12:38:30.309] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 5 986.0876 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 3 4 5 902.0000 0.7833554 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 10 5 6 1 929.6773 0.7984909 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 5 4 5 901.9756 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FLY 1 7 4 5 902.0000 0.8279662 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 5 4 5 931.2965 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 7 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 5 4 1 886.0065 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87 1030.000
## INFO [12:38:30.309] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:30.309] [bbotk] 29.24188 31.95572 30.63484 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.24188 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.24188 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.52231 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.46166 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.55494 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.24188 29.80455 30.24000 22.37667 109 NA
## INFO [12:38:30.309] [bbotk] 29.24188 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 35.28983 33.39094 37.66491 22.02241 109 NA
## INFO [12:38:30.309] [bbotk] 29.24188 35.34414 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.69374 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.50560 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.50666 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 34.95114 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.62488 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.48050 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.24188 29.61000 24.89482 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.39920 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.43990 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] 29.46166 29.61000 30.24000 26.85000 109 NA
## INFO [12:38:30.309] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:30.309] [bbotk] 2161 0.07 0.1606438507 6 0.3107861
## INFO [12:38:30.309] [bbotk] 2162 0.02 0.0588235294 1 0.1749689
## INFO [12:38:30.309] [bbotk] 2163 0.07 0.0000000000 0 0.1994186
## INFO [12:38:30.309] [bbotk] 2164 0.02 0.0011491735 1 0.2005678
## INFO [12:38:30.309] [bbotk] 2165 0.00 0.0597241420 2 0.1740683
## INFO [12:38:30.309] [bbotk] 2166 0.00 0.0601063929 2 0.1736860
## INFO [12:38:30.309] [bbotk] 2167 0.17 0.0530611381 3 0.2477328
## INFO [12:38:30.309] [bbotk] 2168 0.07 0.0000000000 0 0.1994186
## INFO [12:38:30.309] [bbotk] 2169 0.37 0.1478756409 6 0.2759785
## INFO [12:38:30.309] [bbotk] 2170 0.27 0.2719920156 7 0.2762425
## INFO [12:38:30.309] [bbotk] 2171 0.00 0.0606838008 3 0.1731259
## INFO [12:38:30.309] [bbotk] 2172 0.02 0.0010806968 1 0.2004993
## INFO [12:38:30.309] [bbotk] 2173 0.02 0.0010850407 1 0.2005037
## INFO [12:38:30.309] [bbotk] 2174 0.27 0.0916904171 3 0.2911091
## INFO [12:38:30.309] [bbotk] 2175 0.00 0.0707744806 3 0.1630179
## INFO [12:38:30.309] [bbotk] 2176 0.00 0.0598013524 2 0.1739911
## INFO [12:38:30.309] [bbotk] 2177 0.22 0.0754772447 2 0.2601869
## INFO [12:38:30.309] [bbotk] 2178 0.02 0.0006446674 1 0.2000633
## INFO [12:38:30.309] [bbotk] 2179 0.02 0.1241259713 4 0.2078502
## INFO [12:38:30.309] [bbotk] 2180 0.02 0.0009006185 1 0.2003193
## INFO [12:38:30.601] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:30.800] [bbotk] Result of batch 110:
## INFO [12:38:30.810] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:30.810] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] FREE 1 7 8 2 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] FLY 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] FREE 1 7 10 5 865.0816 0.7779558 467.8700 1084.2418
## INFO [12:38:30.810] [bbotk] MEDLEY 1 7 4 0 934.0091 0.7580159 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 648.5852 1030.0000
## INFO [12:38:30.810] [bbotk] MEDLEY 2 5 4 5 997.6900 0.7700000 472.6523 1057.2942
## INFO [12:38:30.810] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 856.3577 1318.6862
## INFO [12:38:30.810] [bbotk] MEDLEY 1 7 4 0 902.0000 0.7700000 467.8700 1893.0133
## INFO [12:38:30.810] [bbotk] FREE 4 5 4 5 902.0000 0.7700000 467.8700 932.2051
## INFO [12:38:30.810] [bbotk] FREE 1 7 4 5 867.1893 0.7158158 825.4322 1030.0000
## INFO [12:38:30.810] [bbotk] MEDLEY 1 2 11 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] BREAST 5 5 4 6 902.0000 0.7700000 580.8103 1030.0000
## INFO [12:38:30.810] [bbotk] FLY 3 2 4 4 902.0000 0.7700000 359.1576 1275.4079
## INFO [12:38:30.810] [bbotk] FREE 1 9 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] FREE 8 8 4 8 995.8427 0.7700000 337.6818 1789.8838
## INFO [12:38:30.810] [bbotk] MEDLEY 1 7 9 4 927.3781 0.7700000 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1310.2324
## INFO [12:38:30.810] [bbotk] FREE 1 4 4 6 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:30.810] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:30.810] [bbotk] 29.56952 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.50846 29.61000 39.42102 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.46166 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.24188 29.61000 33.80675 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.65534 29.61000 30.07372 30.34873 110 NA
## INFO [12:38:30.810] [bbotk] 29.65534 29.61000 35.15738 30.71669 110 NA
## INFO [12:38:30.810] [bbotk] 29.24188 29.61000 30.24000 24.82076 110 NA
## INFO [12:38:30.810] [bbotk] 29.24188 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.46166 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 28.38628 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 27.99167 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.45291 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.48050 29.61000 31.31476 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 27.67903 31.99282 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.24188 29.92679 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.24188 29.61000 25.55492 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.39221 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] 29.24188 35.08746 30.24000 25.24423 110 NA
## INFO [12:38:30.810] [bbotk] 31.74059 23.93137 33.27274 24.24988 110 NA
## INFO [12:38:30.810] [bbotk] 29.40573 29.61000 30.24000 26.85000 110 NA
## INFO [12:38:30.810] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:30.810] [bbotk] 2181 0.00 0.0601661413 2 0.1736263
## INFO [12:38:30.810] [bbotk] 2182 0.27 0.1473443279 4 0.2223201
## INFO [12:38:30.810] [bbotk] 2183 0.02 0.0009006126 1 0.2003192
## INFO [12:38:30.810] [bbotk] 2184 0.17 0.0699362805 2 0.2693549
## INFO [12:38:30.810] [bbotk] 2185 0.07 0.0962994842 7 0.2358584
## INFO [12:38:30.810] [bbotk] 2186 0.02 0.1674200633 7 0.2693200
## INFO [12:38:30.810] [bbotk] 2187 0.02 0.0802168394 3 0.1921174
## INFO [12:38:30.810] [bbotk] 2188 0.00 0.2123234779 6 0.3019012
## INFO [12:38:30.810] [bbotk] 2189 0.02 0.0423742323 3 0.2417929
## INFO [12:38:30.810] [bbotk] 2190 0.12 0.1732737347 4 0.2972429
## INFO [12:38:30.810] [bbotk] 2191 0.12 0.1286763202 4 0.2448217
## INFO [12:38:30.810] [bbotk] 2192 0.07 0.0441790367 4 0.2305258
## INFO [12:38:30.810] [bbotk] 2193 0.17 0.1807970020 5 0.2037450
## INFO [12:38:30.810] [bbotk] 2194 0.22 0.2579264778 7 0.3316453
## INFO [12:38:30.810] [bbotk] 2195 0.27 0.2580704871 7 0.3049038
## INFO [12:38:30.810] [bbotk] 2196 0.27 0.0734206084 2 0.2123333
## INFO [12:38:30.810] [bbotk] 2197 0.12 0.2642886034 7 0.3472037
## INFO [12:38:30.810] [bbotk] 2198 0.22 0.2147832039 6 0.2854571
## INFO [12:38:30.810] [bbotk] 2199 0.22 0.1305392201 6 0.2073905
## INFO [12:38:30.810] [bbotk] 2200 0.12 0.1183185052 3 0.1924574
## INFO [12:38:31.165] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:31.381] [bbotk] Result of batch 111:
## INFO [12:38:31.389] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:31.389] [bbotk] FREE 1 7 4 5 1011.5240 0.7700000 52.46625 1799.626
## INFO [12:38:31.389] [bbotk] FREE 5 7 3 5 902.0000 0.7700000 467.87000 1029.481
## INFO [12:38:31.389] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 7 4 5 950.2981 0.7700000 467.87000 1057.294
## INFO [12:38:31.389] [bbotk] FREE 1 7 4 3 902.0000 0.7700000 167.68419 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 5 7 4 1 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] BREAST 1 7 4 9 902.0000 0.7534838 177.54273 1012.527
## INFO [12:38:31.389] [bbotk] BREAST 1 7 4 5 902.0000 0.7700000 467.87000 1137.391
## INFO [12:38:31.389] [bbotk] FREE 8 7 4 4 888.8554 0.7700000 152.51735 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 4 6 9 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] BACK 2 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 2 12 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:31.389] [bbotk] FREE 1 8 8 5 986.5260 0.7700000 467.87000 1855.775
## INFO [12:38:31.389] [bbotk] FREE 1 3 1 7 902.0000 0.7428540 467.87000 1243.210
## INFO [12:38:31.389] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:31.389] [bbotk] 27.33659 29.61000 33.63852 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 22.44745 35.77914 30.71334 21.91525 111 NA
## INFO [12:38:31.389] [bbotk] 29.24188 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.24188 29.61000 30.63484 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 23.99084 30.30094 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.24188 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.56773 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 26.28976 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.72281 29.61000 30.24000 25.02627 111 NA
## INFO [12:38:31.389] [bbotk] 29.51001 32.32764 38.28547 26.81058 111 NA
## INFO [12:38:31.389] [bbotk] 29.24188 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 24.30601 29.61000 30.24000 23.19272 111 NA
## INFO [12:38:31.389] [bbotk] 29.65534 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.40573 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.50666 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.39221 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.24188 29.61000 39.75891 26.84300 111 NA
## INFO [12:38:31.389] [bbotk] 29.56952 29.61000 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] 29.39517 29.61000 25.62841 29.05490 111 NA
## INFO [12:38:31.389] [bbotk] 29.24188 34.99956 30.24000 26.85000 111 NA
## INFO [12:38:31.389] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:31.389] [bbotk] 2201 0.22 0.12939170 5 0.2642098
## INFO [12:38:31.389] [bbotk] 2202 0.17 0.19574821 7 0.3340265
## INFO [12:38:31.389] [bbotk] 2203 0.07 0.00000000 0 0.1994186
## INFO [12:38:31.389] [bbotk] 2204 0.00 0.01999345 3 0.2165772
## INFO [12:38:31.389] [bbotk] 2205 0.22 0.10159510 4 0.2809464
## INFO [12:38:31.389] [bbotk] 2206 0.02 0.05882353 1 0.1749689
## INFO [12:38:31.389] [bbotk] 2207 0.02 0.11898232 3 0.3010215
## INFO [12:38:31.389] [bbotk] 2208 0.32 0.15146296 6 0.3166649
## INFO [12:38:31.389] [bbotk] 2209 0.17 0.07645701 4 0.2660729
## INFO [12:38:31.389] [bbotk] 2210 0.00 0.17872030 8 0.3205347
## INFO [12:38:31.389] [bbotk] 2211 0.07 0.00000000 0 0.1994186
## INFO [12:38:31.389] [bbotk] 2212 0.17 0.21509993 5 0.1935000
## INFO [12:38:31.389] [bbotk] 2213 0.00 0.01303698 2 0.2096207
## INFO [12:38:31.389] [bbotk] 2214 0.02 0.11831851 3 0.3177371
## INFO [12:38:31.389] [bbotk] 2215 0.07 0.05990857 2 0.1937079
## INFO [12:38:31.389] [bbotk] 2216 0.00 0.05943957 2 0.1743528
## INFO [12:38:31.389] [bbotk] 2217 0.22 0.14733993 4 0.1702175
## INFO [12:38:31.389] [bbotk] 2218 0.00 0.06016614 2 0.1736263
## INFO [12:38:31.389] [bbotk] 2219 0.12 0.22356246 7 0.3008167
## INFO [12:38:31.389] [bbotk] 2220 0.37 0.21468145 6 0.2242977
## INFO [12:38:31.699] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:31.921] [bbotk] Result of batch 112:
## INFO [12:38:31.928] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:31.928] [bbotk] FLY 3 1 4 7 902.0000 0.7700756 467.8700 1515.387
## INFO [12:38:31.928] [bbotk] BACK 1 8 9 5 902.0000 0.7700000 467.8700 1162.364
## INFO [12:38:31.928] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1057.294
## INFO [12:38:31.928] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 0 4 5 913.0867 0.7709184 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 5 4 5 982.4708 0.7700000 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 2 7 7 5 902.0000 0.7723032 769.2944 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] BACK 1 9 8 0 902.0000 0.7700000 467.8700 1201.905
## INFO [12:38:31.928] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 3 6 5 1004.9929 0.7700000 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] BACK 1 5 4 8 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 5 11 9 1005.4116 0.7700000 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 7 4 5 944.1344 0.7336289 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 8 10 5 902.0000 0.7700000 137.8554 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 5 4 6 902.0000 0.7618515 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 7 3 4 868.7492 0.7648165 467.8700 1030.000
## INFO [12:38:31.928] [bbotk] FREE 1 7 12 5 902.0000 0.7700000 467.8700 1381.452
## INFO [12:38:31.928] [bbotk] FREE 1 7 6 6 974.8797 0.7700000 467.8700 1207.394
## INFO [12:38:31.928] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:31.928] [bbotk] 29.40548 29.61000 30.68582 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 25.36759 29.61000 34.49342 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.49563 29.61000 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.24188 31.95572 30.63484 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.24188 32.63818 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.24188 33.77979 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.43893 29.61000 30.24000 27.05822 112 NA
## INFO [12:38:31.928] [bbotk] 29.57504 32.68574 30.24000 32.56338 112 NA
## INFO [12:38:31.928] [bbotk] 29.52280 29.61000 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.47372 29.61000 30.24000 28.56758 112 NA
## INFO [12:38:31.928] [bbotk] 29.46166 29.61000 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.24188 29.61000 33.81359 26.33596 112 NA
## INFO [12:38:31.928] [bbotk] 29.24188 29.61000 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.39211 29.61000 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 21.50758 29.61000 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 27.40438 29.61000 30.24000 28.84877 112 NA
## INFO [12:38:31.928] [bbotk] 29.24188 32.09225 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.47842 29.61000 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.24188 29.61000 37.19000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] 29.24188 29.61000 30.24000 26.85000 112 NA
## INFO [12:38:31.928] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:31.928] [bbotk] 2221 0.17 0.266680228 8 0.3070335
## INFO [12:38:31.928] [bbotk] 2222 0.02 0.213592639 6 0.2949596
## INFO [12:38:31.928] [bbotk] 2223 0.00 0.059863370 2 0.1739290
## INFO [12:38:31.928] [bbotk] 2224 0.02 0.070797937 4 0.1663736
## INFO [12:38:31.928] [bbotk] 2225 0.17 0.070565651 2 0.2699843
## INFO [12:38:31.928] [bbotk] 2226 0.37 0.079071140 4 0.2168314
## INFO [12:38:31.928] [bbotk] 2227 0.00 0.089194296 4 0.1789502
## INFO [12:38:31.928] [bbotk] 2228 0.17 0.178716113 7 0.3193112
## INFO [12:38:31.928] [bbotk] 2229 0.02 0.001151161 1 0.2005698
## INFO [12:38:31.928] [bbotk] 2230 0.02 0.255268955 7 0.3240739
## INFO [12:38:31.928] [bbotk] 2231 0.00 0.059724148 2 0.1740683
## INFO [12:38:31.928] [bbotk] 2232 0.02 0.167864179 5 0.2336478
## INFO [12:38:31.928] [bbotk] 2233 0.02 0.176470588 3 0.2599389
## INFO [12:38:31.928] [bbotk] 2234 0.00 0.213731005 5 0.2272922
## INFO [12:38:31.928] [bbotk] 2235 0.07 0.052567042 3 0.2368602
## INFO [12:38:31.928] [bbotk] 2236 0.07 0.155654972 5 0.2369241
## INFO [12:38:31.928] [bbotk] 2237 0.17 0.128603744 4 0.2000797
## INFO [12:38:31.928] [bbotk] 2238 0.02 0.131246064 5 0.2149703
## INFO [12:38:31.928] [bbotk] 2239 0.00 0.101702797 3 0.2422979
## INFO [12:38:31.928] [bbotk] 2240 0.07 0.154186077 4 0.2247813
## INFO [12:38:32.221] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:32.440] [bbotk] Result of batch 113:
## INFO [12:38:32.458] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 5 902.0000 0.8006192 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 12 4 4 9 902.0000 0.7700000 467.8700 1360.367
## INFO [12:38:32.458] [bbotk] FREE 1 7 6 5 902.0000 0.7700000 778.8574 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 11 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 5 950.2981 0.7913293 467.8700 1057.294
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FLY 1 3 4 5 865.2599 0.7700000 170.4269 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 7 6 0 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 2 2 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 6 934.0091 0.7700000 467.8700 1679.978
## INFO [12:38:32.458] [bbotk] FREE 1 3 4 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 5 4 5 920.6782 0.7700000 239.6259 1030.000
## INFO [12:38:32.458] [bbotk] FREE 11 7 4 5 902.0000 0.7700000 729.0451 1030.000
## INFO [12:38:32.458] [bbotk] FREE 1 7 4 5 894.8558 0.7700000 467.8700 1030.000
## INFO [12:38:32.458] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:32.458] [bbotk] 29.40911 29.61000 30.24000 30.59459 113 NA
## INFO [12:38:32.458] [bbotk] 35.53698 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 32.94119 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.50741 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 26.02281 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.50846 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.24188 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.24188 31.95572 30.63484 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.47842 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.39221 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.24188 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.24188 29.61000 22.12035 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.36886 26.94140 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.54890 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.24188 25.67508 26.17769 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.65534 29.61000 32.10338 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.50666 29.61000 30.24000 31.53747 113 NA
## INFO [12:38:32.458] [bbotk] 29.24188 29.61000 33.07575 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.24188 29.61000 30.24000 26.85000 113 NA
## INFO [12:38:32.458] [bbotk] 29.24188 29.61000 39.04072 30.07215 113 NA
## INFO [12:38:32.458] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:32.458] [bbotk] 2241 0.02 0.0245310323 3 0.2239497
## INFO [12:38:32.458] [bbotk] 2242 0.17 0.2222186002 5 0.3376945
## INFO [12:38:32.458] [bbotk] 2243 0.07 0.0932256993 3 0.2338208
## INFO [12:38:32.458] [bbotk] 2244 0.02 0.0010880825 1 0.2005067
## INFO [12:38:32.458] [bbotk] 2245 0.07 0.1308380734 3 0.2469834
## INFO [12:38:32.458] [bbotk] 2246 0.02 0.0010923848 1 0.2005110
## INFO [12:38:32.458] [bbotk] 2247 0.07 0.0000000000 0 0.1994186
## INFO [12:38:32.458] [bbotk] 2248 0.00 0.0325744357 5 0.2198502
## INFO [12:38:32.458] [bbotk] 2249 0.02 0.0009693083 1 0.2003879
## INFO [12:38:32.458] [bbotk] 2250 0.02 0.0006160364 1 0.2000347
## INFO [12:38:32.458] [bbotk] 2251 0.02 0.0588235294 1 0.1749689
## INFO [12:38:32.458] [bbotk] 2252 0.32 0.1743693886 5 0.3021201
## INFO [12:38:32.458] [bbotk] 2253 0.27 0.1285152336 4 0.2347624
## INFO [12:38:32.458] [bbotk] 2254 0.12 0.1777287266 4 0.2380158
## INFO [12:38:32.458] [bbotk] 2255 0.32 0.1373357333 5 0.2399565
## INFO [12:38:32.458] [bbotk] 2256 0.12 0.1251469960 4 0.2001228
## INFO [12:38:32.458] [bbotk] 2257 0.02 0.0834957011 3 0.2829143
## INFO [12:38:32.458] [bbotk] 2258 0.02 0.0884007608 4 0.1800922
## INFO [12:38:32.458] [bbotk] 2259 0.07 0.0749844751 2 0.2744031
## INFO [12:38:32.458] [bbotk] 2260 0.17 0.0461652979 3 0.2445880
## INFO [12:38:32.782] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:32.991] [bbotk] Result of batch 114:
## INFO [12:38:32.999] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:32.999] [bbotk] BACK 1 6 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 123.0827 1030.000
## INFO [12:38:32.999] [bbotk] FREE 1 5 4 4 902.0000 0.8039034 467.8700 1782.091
## INFO [12:38:32.999] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7624063 467.8700 1156.538
## INFO [12:38:32.999] [bbotk] FREE 10 5 3 8 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] FREE 1 5 9 5 934.0091 0.7531924 467.8700 1174.852
## INFO [12:38:32.999] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] MEDLEY 11 7 4 2 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] BREAST 1 7 4 5 896.7065 0.7740337 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] BREAST 12 5 4 5 986.6971 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] FREE 5 6 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] MEDLEY 1 7 10 5 902.0000 0.7700000 777.3700 1030.000
## INFO [12:38:32.999] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] FREE 1 7 4 5 871.6663 0.7700000 913.1475 1030.000
## INFO [12:38:32.999] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:32.999] [bbotk] FREE 1 0 4 3 902.0000 0.7700000 218.0944 1417.787
## INFO [12:38:32.999] [bbotk] FREE 1 2 10 5 902.0000 0.7590774 467.8700 1069.253
## INFO [12:38:32.999] [bbotk] FREE 2 7 4 5 902.0000 0.7700000 246.0135 1030.000
## INFO [12:38:32.999] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:32.999] [bbotk] 29.24188 27.98905 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 29.61000 28.60565 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 29.61000 38.78939 25.54389 114 NA
## INFO [12:38:32.999] [bbotk] 28.94648 21.39122 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 29.61000 24.97893 32.55574 114 NA
## INFO [12:38:32.999] [bbotk] 29.19902 29.61000 33.98100 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 29.61000 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 29.61000 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.49563 29.61000 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.47842 29.61000 34.71737 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 34.56735 29.61000 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 28.60813 30.24000 30.48499 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 28.37649 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 35.89360 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.40573 29.61000 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 21.97210 35.07433 30.24000 28.80381 114 NA
## INFO [12:38:32.999] [bbotk] 29.55554 29.61000 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 24.91441 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.46166 29.61000 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] 29.24188 29.61000 30.24000 26.85000 114 NA
## INFO [12:38:32.999] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:32.999] [bbotk] 2261 0.22 0.1827560350 4 0.2554602
## INFO [12:38:32.999] [bbotk] 2262 0.17 0.0852502849 3 0.2599485
## INFO [12:38:32.999] [bbotk] 2263 0.00 0.2018176860 6 0.2152036
## INFO [12:38:32.999] [bbotk] 2264 0.17 0.1007862527 5 0.2961941
## INFO [12:38:32.999] [bbotk] 2265 0.07 0.2917394994 7 0.3010634
## INFO [12:38:32.999] [bbotk] 2266 0.00 0.1523155542 7 0.2240571
## INFO [12:38:32.999] [bbotk] 2267 0.07 0.0000000000 0 0.1994186
## INFO [12:38:32.999] [bbotk] 2268 0.07 0.0000000000 0 0.1994186
## INFO [12:38:32.999] [bbotk] 2269 0.22 0.0598633698 2 0.1416349
## INFO [12:38:32.999] [bbotk] 2270 0.22 0.1913898260 5 0.3040517
## INFO [12:38:32.999] [bbotk] 2271 0.22 0.0831810096 4 0.2646061
## INFO [12:38:32.999] [bbotk] 2272 0.22 0.2286597361 6 0.2979728
## INFO [12:38:32.999] [bbotk] 2273 0.12 0.1812536558 4 0.2539578
## INFO [12:38:32.999] [bbotk] 2274 0.27 0.1611636924 4 0.3017588
## INFO [12:38:32.999] [bbotk] 2275 0.02 0.0006714464 1 0.2000901
## INFO [12:38:32.999] [bbotk] 2276 0.27 0.0991117530 5 0.2941839
## INFO [12:38:32.999] [bbotk] 2277 0.00 0.0601088580 2 0.1736836
## INFO [12:38:32.999] [bbotk] 2278 0.37 0.1747302895 5 0.3061565
## INFO [12:38:32.999] [bbotk] 2279 0.22 0.1227030573 5 0.1420816
## INFO [12:38:32.999] [bbotk] 2280 0.07 0.0725515275 2 0.2718724
## INFO [12:38:33.368] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:33.596] [bbotk] Result of batch 115:
## INFO [12:38:33.604] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:33.604] [bbotk] FREE 2 5 4 5 902.2119 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] MEDLEY 1 5 4 5 902.0000 0.7700000 435.2969 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] BACK 1 7 10 6 902.0000 0.7700000 467.8700 1762.632
## INFO [12:38:33.604] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 5 5 4 5 902.0000 0.7700000 871.0871 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 7 3 5 950.4478 0.7700000 467.8700 1574.593
## INFO [12:38:33.604] [bbotk] MEDLEY 3 7 4 2 902.0000 0.7700000 467.8700 1156.674
## INFO [12:38:33.604] [bbotk] FREE 6 7 4 2 995.3411 0.7967734 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 7 4 5 906.9907 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 5 4 5 989.7282 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 4 6 4 5 902.0000 0.7913293 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 5 4 5 1017.5117 0.7656509 897.4667 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 5 7 5 866.9698 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FLY 4 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 9 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:33.604] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 467.8700 1287.059
## INFO [12:38:33.604] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:33.604] [bbotk] 29.24188 29.61000 30.52605 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.46166 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 28.17600 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.39920 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.24188 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 23.21432 29.61000 30.24000 29.81143 115 NA
## INFO [12:38:33.604] [bbotk] 30.86773 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.24188 29.61000 30.24000 28.23223 115 NA
## INFO [12:38:33.604] [bbotk] 26.88191 29.61000 30.24000 25.63597 115 NA
## INFO [12:38:33.604] [bbotk] 29.24188 29.61000 23.84550 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.44125 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.24188 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.24188 31.95572 30.63484 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.56952 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 32.37302 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 32.12618 29.61000 36.73576 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.24188 29.61000 37.17343 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 26.02820 34.99677 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.41995 29.61000 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] 29.62276 27.64294 30.24000 26.85000 115 NA
## INFO [12:38:33.604] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:33.604] [bbotk] 2281 0.02 0.1186134040 4 0.2328261
## INFO [12:38:33.604] [bbotk] 2282 0.00 0.0597241479 2 0.1740683
## INFO [12:38:33.604] [bbotk] 2283 0.07 0.1240303143 4 0.2401757
## INFO [12:38:33.604] [bbotk] 2284 0.02 0.0006446674 1 0.2000633
## INFO [12:38:33.604] [bbotk] 2285 0.07 0.2207170006 4 0.2552322
## INFO [12:38:33.604] [bbotk] 2286 0.07 0.0396013321 2 0.2386153
## INFO [12:38:33.604] [bbotk] 2287 0.00 0.1492596397 4 0.2478354
## INFO [12:38:33.604] [bbotk] 2288 0.00 0.1158367263 4 0.2535970
## INFO [12:38:33.604] [bbotk] 2289 0.32 0.1999004223 6 0.3294295
## INFO [12:38:33.604] [bbotk] 2290 0.47 0.1750210774 5 0.3015928
## INFO [12:38:33.604] [bbotk] 2291 0.02 0.0025854848 2 0.1991693
## INFO [12:38:33.604] [bbotk] 2292 0.00 0.0899107724 2 0.1833772
## INFO [12:38:33.604] [bbotk] 2293 0.22 0.1314582431 5 0.2644206
## INFO [12:38:33.604] [bbotk] 2294 0.02 0.0013426119 1 0.2007612
## INFO [12:38:33.604] [bbotk] 2295 0.00 0.1398799491 5 0.2115323
## INFO [12:38:33.604] [bbotk] 2296 0.07 0.1621180782 5 0.2438897
## INFO [12:38:33.604] [bbotk] 2297 0.17 0.1392492241 3 0.3386679
## INFO [12:38:33.604] [bbotk] 2298 0.32 0.0928802781 3 0.2330707
## INFO [12:38:33.604] [bbotk] 2299 0.00 0.0595532439 2 0.1742392
## INFO [12:38:33.604] [bbotk] 2300 0.12 0.0835365834 4 0.2230072
## INFO [12:38:33.896] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:34.095] [bbotk] Result of batch 116:
## INFO [12:38:34.102] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:34.102] [bbotk] FREE 1 7 4 5 882.2265 0.7700000 467.8700 1160.1310
## INFO [12:38:34.102] [bbotk] FREE 1 7 4 5 989.7282 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7599542 467.8700 997.7016
## INFO [12:38:34.102] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] FREE 3 7 6 7 902.0000 0.7700000 454.9169 1030.0000
## INFO [12:38:34.102] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] BREAST 11 5 4 9 902.0000 0.7734307 467.8700 1691.7537
## INFO [12:38:34.102] [bbotk] BREAST 1 7 9 1 902.0000 0.7700000 181.2532 1704.0944
## INFO [12:38:34.102] [bbotk] FREE 1 7 4 0 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] FREE 1 5 4 1 942.5269 0.7700000 480.6798 1030.0000
## INFO [12:38:34.102] [bbotk] FREE 10 7 7 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] FREE 12 7 4 5 1021.3948 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] FREE 1 7 4 5 902.0000 0.7349369 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] BREAST 1 0 4 5 902.0000 0.7700000 526.2529 1455.7277
## INFO [12:38:34.102] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] BACK 2 7 3 2 913.2572 0.7470088 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] FREE 1 7 4 5 1016.3573 0.7792470 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] BACK 1 9 7 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:34.102] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 597.3452 1030.0000
## INFO [12:38:34.102] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:34.102] [bbotk] 22.16698 30.72479 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.48518 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.42039 26.15422 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 22.65108 26.99796 32.47000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.50846 29.61000 30.24000 25.07540 116 NA
## INFO [12:38:34.102] [bbotk] 29.65534 29.61000 27.05705 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.40192 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 36.40338 22.06714 28.42367 116 NA
## INFO [12:38:34.102] [bbotk] 29.30583 29.61000 30.24000 28.61692 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 34.86165 25.36014 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 32.84389 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] 29.24188 29.61000 33.84767 22.07697 116 NA
## INFO [12:38:34.102] [bbotk] 26.88844 29.61000 30.24000 26.85000 116 NA
## INFO [12:38:34.102] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:34.102] [bbotk] 2301 0.07 0.0481800696 4 0.2471940
## INFO [12:38:34.102] [bbotk] 2302 0.02 0.0310872430 1 0.2276710
## INFO [12:38:34.102] [bbotk] 2303 0.07 0.0634126300 4 0.2595483
## INFO [12:38:34.102] [bbotk] 2304 0.02 0.0588235294 1 0.1749689
## INFO [12:38:34.102] [bbotk] 2305 0.32 0.1914037979 6 0.2960480
## INFO [12:38:34.102] [bbotk] 2306 0.07 0.0000000000 0 0.1994186
## INFO [12:38:34.102] [bbotk] 2307 0.27 0.3411851944 9 0.4171469
## INFO [12:38:34.102] [bbotk] 2308 0.12 0.2349169099 5 0.2657298
## INFO [12:38:34.102] [bbotk] 2309 0.07 0.0588235294 1 0.2435332
## INFO [12:38:34.102] [bbotk] 2310 0.02 0.1328007454 4 0.2051855
## INFO [12:38:34.102] [bbotk] 2311 0.00 0.1276691328 4 0.2663521
## INFO [12:38:34.102] [bbotk] 2312 0.02 0.1127433337 4 0.3076446
## INFO [12:38:34.102] [bbotk] 2313 0.02 0.0006558356 1 0.2000745
## INFO [12:38:34.102] [bbotk] 2314 0.32 0.0654538685 4 0.2517315
## INFO [12:38:34.102] [bbotk] 2315 0.17 0.1561241066 6 0.2929243
## INFO [12:38:34.102] [bbotk] 2316 0.07 0.0000000000 0 0.1994186
## INFO [12:38:34.102] [bbotk] 2317 0.27 0.2649362956 8 0.3241840
## INFO [12:38:34.102] [bbotk] 2318 0.02 0.0501472290 3 0.2467310
## INFO [12:38:34.102] [bbotk] 2319 0.17 0.2230711960 6 0.3000958
## INFO [12:38:34.102] [bbotk] 2320 0.07 0.0764790092 3 0.2754930
## INFO [12:38:34.425] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:34.624] [bbotk] Result of batch 117:
## INFO [12:38:34.632] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:34.632] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1312.4399
## INFO [12:38:34.632] [bbotk] FREE 1 1 4 4 902.0000 0.7700000 612.5531 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 6 4 5 902.0000 0.7610438 467.8700 985.5056
## INFO [12:38:34.632] [bbotk] BREAST 1 7 4 1 902.0000 0.7700000 467.8700 1458.9365
## INFO [12:38:34.632] [bbotk] FREE 1 5 4 5 890.0314 0.7700000 467.8700 1448.0461
## INFO [12:38:34.632] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 544.0822 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 9 7 9 3 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 5 9 5 902.0000 0.7839517 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 390.2778 1030.0000
## INFO [12:38:34.632] [bbotk] MEDLEY 1 5 1 5 902.0000 0.7656655 605.1613 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] FREE 1 5 2 5 902.0000 0.7700000 457.3870 1030.0000
## INFO [12:38:34.632] [bbotk] BREAST 1 5 4 5 902.0000 0.7700000 828.9701 1837.9058
## INFO [12:38:34.632] [bbotk] FREE 1 7 4 3 956.1761 0.7700000 467.8700 1552.0294
## INFO [12:38:34.632] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] MEDLEY 2 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:34.632] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:34.632] [bbotk] 29.50666 29.61000 30.24000 24.24410 117 NA
## INFO [12:38:34.632] [bbotk] 29.46166 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.24188 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.24188 31.80537 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 26.47305 29.61000 21.78002 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.24188 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.41995 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.24188 29.61000 29.76427 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.25204 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.24188 26.74031 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.59067 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.51547 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 28.41005 29.61000 34.45089 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 27.85946 33.96567 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.47842 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 25.92248 33.47065 30.24000 23.22238 117 NA
## INFO [12:38:34.632] [bbotk] 29.47857 30.40900 30.24000 29.71945 117 NA
## INFO [12:38:34.632] [bbotk] 29.24188 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.24188 29.61000 30.24000 26.85000 117 NA
## INFO [12:38:34.632] [bbotk] 29.65534 33.87777 30.24000 24.57810 117 NA
## INFO [12:38:34.632] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:34.632] [bbotk] 2321 0.17 1.419782e-02 2 0.2117043
## INFO [12:38:34.632] [bbotk] 2322 0.02 1.795822e-02 2 0.2173769
## INFO [12:38:34.632] [bbotk] 2323 0.12 1.265997e-01 3 0.2099344
## INFO [12:38:34.632] [bbotk] 2324 0.22 7.148694e-02 4 0.2015225
## INFO [12:38:34.632] [bbotk] 2325 0.22 1.812565e-01 5 0.3359754
## INFO [12:38:34.632] [bbotk] 2326 0.02 8.831208e-02 3 0.1939489
## INFO [12:38:34.632] [bbotk] 2327 0.07 6.426909e-02 3 0.1980684
## INFO [12:38:34.632] [bbotk] 2328 0.07 1.482216e-03 1 0.1992184
## INFO [12:38:34.632] [bbotk] 2329 0.02 4.165157e-05 1 0.1994603
## INFO [12:38:34.632] [bbotk] 2330 0.37 1.875982e-01 4 0.3191258
## INFO [12:38:34.632] [bbotk] 2331 0.00 6.025282e-02 2 0.1735396
## INFO [12:38:34.632] [bbotk] 2332 0.00 1.210479e-01 4 0.2002127
## INFO [12:38:34.632] [bbotk] 2333 0.12 2.132953e-02 3 0.2202457
## INFO [12:38:34.632] [bbotk] 2334 0.27 2.082286e-01 7 0.2881790
## INFO [12:38:34.632] [bbotk] 2335 0.00 5.979284e-02 2 0.1739996
## INFO [12:38:34.632] [bbotk] 2336 0.22 1.651220e-01 6 0.2444790
## INFO [12:38:34.632] [bbotk] 2337 0.22 2.072907e-01 7 0.2763931
## INFO [12:38:34.632] [bbotk] 2338 0.12 1.095486e-01 3 0.2709929
## INFO [12:38:34.632] [bbotk] 2339 0.02 1.134270e-02 1 0.2079265
## INFO [12:38:34.632] [bbotk] 2340 0.22 1.473222e-01 5 0.3441939
## INFO [12:38:34.946] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:35.161] [bbotk] Result of batch 118:
## INFO [12:38:35.168] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:35.168] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 545.1039 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FLY 1 3 4 5 902.0000 0.7700000 467.8700 1751.442
## INFO [12:38:35.168] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] MEDLEY 1 5 12 8 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 0 7 2 902.0000 0.7452756 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 6 7 1 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 7 4 4 971.4616 0.7478072 439.9327 1030.000
## INFO [12:38:35.168] [bbotk] BREAST 1 5 4 5 946.3391 0.8179027 238.9418 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] BACK 3 5 4 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 7 4 5 934.0091 0.7918151 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] FREE 1 7 4 5 916.9538 0.7476453 467.8700 1030.000
## INFO [12:38:35.168] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:35.168] [bbotk] 29.59791 29.61000 28.11206 33.02602 118 NA
## INFO [12:38:35.168] [bbotk] 29.65534 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 26.37056 22.75544 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.24188 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.24188 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.46314 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.43257 27.56391 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.24188 29.03847 39.73871 27.10724 118 NA
## INFO [12:38:35.168] [bbotk] 29.24188 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.47842 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.55554 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.39221 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.49563 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 23.69469 29.61000 26.10155 25.50795 118 NA
## INFO [12:38:35.168] [bbotk] 29.24188 29.28170 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.24188 30.46194 30.65564 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.46251 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] 29.50650 29.61000 30.24000 29.05862 118 NA
## INFO [12:38:35.168] [bbotk] 29.24188 29.61000 30.24000 22.91618 118 NA
## INFO [12:38:35.168] [bbotk] 29.41995 29.61000 30.24000 26.85000 118 NA
## INFO [12:38:35.168] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:35.168] [bbotk] 2341 0.12 0.043945375 4 0.2416816
## INFO [12:38:35.168] [bbotk] 2342 0.02 0.001694279 1 0.2011129
## INFO [12:38:35.168] [bbotk] 2343 0.42 0.199563006 5 0.2675139
## INFO [12:38:35.168] [bbotk] 2344 0.07 0.000000000 0 0.1994186
## INFO [12:38:35.168] [bbotk] 2345 0.02 0.058823529 1 0.1749689
## INFO [12:38:35.168] [bbotk] 2346 0.00 0.059730241 2 0.1740622
## INFO [12:38:35.168] [bbotk] 2347 0.12 0.244009512 6 0.2665061
## INFO [12:38:35.168] [bbotk] 2348 0.57 0.213615791 7 0.2215259
## INFO [12:38:35.168] [bbotk] 2349 0.02 0.058823529 1 0.1749689
## INFO [12:38:35.168] [bbotk] 2350 0.00 0.059792838 2 0.1739996
## INFO [12:38:35.168] [bbotk] 2351 0.02 0.001285329 1 0.2007040
## INFO [12:38:35.168] [bbotk] 2352 0.00 0.059439566 2 0.1743528
## INFO [12:38:35.168] [bbotk] 2353 0.00 0.059863370 2 0.1739290
## INFO [12:38:35.168] [bbotk] 2354 0.12 0.160025251 5 0.2966211
## INFO [12:38:35.168] [bbotk] 2355 0.02 0.090065858 5 0.2185334
## INFO [12:38:35.168] [bbotk] 2356 0.17 0.159950316 7 0.2409517
## INFO [12:38:35.168] [bbotk] 2357 0.00 0.059727621 2 0.1740648
## INFO [12:38:35.168] [bbotk] 2358 0.00 0.247492180 6 0.3312164
## INFO [12:38:35.168] [bbotk] 2359 0.17 0.034702045 3 0.2293737
## INFO [12:38:35.168] [bbotk] 2360 0.02 0.009681451 3 0.1989598
## INFO [12:38:35.467] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:35.683] [bbotk] Result of batch 119:
## INFO [12:38:35.694] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:35.694] [bbotk] MEDLEY 1 3 4 2 898.0397 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.8700 1241.0648
## INFO [12:38:35.694] [bbotk] FREE 10 7 4 5 928.6805 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 5 4 5 902.0000 0.8076649 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 7 10 5 976.0737 0.7700000 109.3040 1100.9363
## INFO [12:38:35.694] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] MEDLEY 1 1 4 5 864.3405 0.7700000 391.6253 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 920.2438 1297.4830
## INFO [12:38:35.694] [bbotk] BACK 1 9 1 5 902.0000 0.7882627 326.2075 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 7 10 5 902.0000 0.7700000 467.8700 956.0139
## INFO [12:38:35.694] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 7 8 5 982.5090 0.7506565 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 4 7 4 5 902.0000 0.7702709 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] FREE 1 7 12 5 879.3793 0.7720338 467.8700 1030.0000
## INFO [12:38:35.694] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:35.694] [bbotk] 31.47186 29.61000 27.65455 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 29.49563 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 34.94508 23.07525 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 29.24188 21.45795 30.24000 27.95653 119 NA
## INFO [12:38:35.694] [bbotk] 29.65534 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 21.47030 24.73669 30.24000 23.92871 119 NA
## INFO [12:38:35.694] [bbotk] 27.97431 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 29.24188 29.61000 32.36401 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 29.50666 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 24.34695 29.61000 30.24000 24.54093 119 NA
## INFO [12:38:35.694] [bbotk] 29.46314 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 29.24188 29.61000 28.50873 30.44464 119 NA
## INFO [12:38:35.694] [bbotk] 29.24188 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 26.19231 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 30.37879 22.10760 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 29.39221 29.61000 30.24000 23.91062 119 NA
## INFO [12:38:35.694] [bbotk] 29.24188 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 29.47842 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 25.07250 21.98772 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] 26.66360 29.61000 30.24000 26.85000 119 NA
## INFO [12:38:35.694] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:35.694] [bbotk] 2361 0.42 0.19506729 6 0.2096617
## INFO [12:38:35.694] [bbotk] 2362 0.00 0.05986337 2 0.1739290
## INFO [12:38:35.694] [bbotk] 2363 0.27 0.04870972 2 0.2470038
## INFO [12:38:35.694] [bbotk] 2364 0.22 0.09600208 3 0.2942962
## INFO [12:38:35.694] [bbotk] 2365 0.00 0.07186051 3 0.1619384
## INFO [12:38:35.694] [bbotk] 2366 0.27 0.06544275 3 0.2614201
## INFO [12:38:35.694] [bbotk] 2367 0.07 0.07676471 3 0.2757787
## INFO [12:38:35.694] [bbotk] 2368 0.07 0.07489569 3 0.2714795
## INFO [12:38:35.694] [bbotk] 2369 0.02 0.06606296 3 0.1767703
## INFO [12:38:35.694] [bbotk] 2370 0.02 0.14322101 6 0.2785667
## INFO [12:38:35.694] [bbotk] 2371 0.00 0.05973024 2 0.1740622
## INFO [12:38:35.694] [bbotk] 2372 0.32 0.15919200 6 0.2921943
## INFO [12:38:35.694] [bbotk] 2373 0.07 0.00000000 0 0.1994186
## INFO [12:38:35.694] [bbotk] 2374 0.07 0.11546616 4 0.2168582
## INFO [12:38:35.694] [bbotk] 2375 0.42 0.22197076 7 0.3025201
## INFO [12:38:35.694] [bbotk] 2376 0.12 0.07869867 4 0.2173816
## INFO [12:38:35.694] [bbotk] 2377 0.07 0.00000000 0 0.1994186
## INFO [12:38:35.694] [bbotk] 2378 0.00 0.09148260 4 0.2229214
## INFO [12:38:35.694] [bbotk] 2379 0.22 0.10550928 4 0.3033987
## INFO [12:38:35.694] [bbotk] 2380 0.07 0.07773685 4 0.2179273
## INFO [12:38:36.026] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:36.234] [bbotk] Result of batch 120:
## INFO [12:38:36.242] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:36.242] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] MEDLEY 1 5 4 5 1010.4551 0.7700000 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 2 4 5 929.3922 0.7951184 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 12 7 1 3 1008.1476 0.7700000 364.18547 1030.0000
## INFO [12:38:36.242] [bbotk] MEDLEY 1 6 4 5 860.9048 0.8070889 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 7 4 8 902.0000 0.7730480 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 7 4 5 933.0959 0.7700000 467.87000 991.2171
## INFO [12:38:36.242] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 292.40089 1255.3637
## INFO [12:38:36.242] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1332.1786
## INFO [12:38:36.242] [bbotk] FREE 7 0 11 5 904.3794 0.8005622 214.17521 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 7 5 5 955.8194 0.7700000 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 2 7 2 5 1016.1168 0.7794332 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 8 9 4 6 896.9436 0.7700000 80.99646 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 5 4 4 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 7 4 2 902.0000 0.7700000 429.22177 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 12 5 4 5 902.0000 0.7700000 922.19502 1030.0000
## INFO [12:38:36.242] [bbotk] FREE 1 1 1 5 902.0000 0.7252131 636.47016 1030.0000
## INFO [12:38:36.242] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:36.242] [bbotk] 29.43990 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.47842 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.47675 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 24.30661 29.61000 29.59369 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 22.99935 29.61000 34.29206 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 27.97453 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 22.70100 29.61000 30.24000 23.46469 120 NA
## INFO [12:38:36.242] [bbotk] 29.24188 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.24188 30.14738 30.24000 24.83443 120 NA
## INFO [12:38:36.242] [bbotk] 29.24188 29.61000 30.24000 24.94351 120 NA
## INFO [12:38:36.242] [bbotk] 29.50444 26.97385 24.78952 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 24.74444 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.66610 29.61000 30.24000 31.82507 120 NA
## INFO [12:38:36.242] [bbotk] 29.24188 28.41918 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.24188 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.24188 29.61000 38.24642 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.41019 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.24188 29.61000 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 34.18123 30.87153 30.24000 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] 29.24188 29.61000 27.08460 26.85000 120 NA
## INFO [12:38:36.242] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:36.242] [bbotk] 2381 0.02 0.0008114694 1 0.2002301
## INFO [12:38:36.242] [bbotk] 2382 0.00 0.1570483729 4 0.2485762
## INFO [12:38:36.242] [bbotk] 2383 0.02 0.0009624781 1 0.2003811
## INFO [12:38:36.242] [bbotk] 2384 0.22 0.0948718094 5 0.1717214
## INFO [12:38:36.242] [bbotk] 2385 0.22 0.2587059698 7 0.3859070
## INFO [12:38:36.242] [bbotk] 2386 0.32 0.1434630463 5 0.2760054
## INFO [12:38:36.242] [bbotk] 2387 0.27 0.1031592918 4 0.2454511
## INFO [12:38:36.242] [bbotk] 2388 0.07 0.0133613529 2 0.2099451
## INFO [12:38:36.242] [bbotk] 2389 0.02 0.0710495518 3 0.1830274
## INFO [12:38:36.242] [bbotk] 2390 0.02 0.0340615636 3 0.2314703
## INFO [12:38:36.242] [bbotk] 2391 0.27 0.0465294213 4 0.2431411
## INFO [12:38:36.242] [bbotk] 2392 0.02 0.2164350987 7 0.2960179
## INFO [12:38:36.242] [bbotk] 2393 0.00 0.1046675680 4 0.1836043
## INFO [12:38:36.242] [bbotk] 2394 0.17 0.1642442501 5 0.3008800
## INFO [12:38:36.242] [bbotk] 2395 0.32 0.2022012723 5 0.2762386
## INFO [12:38:36.242] [bbotk] 2396 0.00 0.1425922969 3 0.1674930
## INFO [12:38:36.242] [bbotk] 2397 0.00 0.0595132591 2 0.1742792
## INFO [12:38:36.242] [bbotk] 2398 0.27 0.0612149978 2 0.1948336
## INFO [12:38:36.242] [bbotk] 2399 0.12 0.1708917892 5 0.2554396
## INFO [12:38:36.242] [bbotk] 2400 0.42 0.1452289255 5 0.2122462
## INFO [12:38:36.559] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:36.753] [bbotk] Result of batch 121:
## INFO [12:38:36.761] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:36.761] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 0 12 5 894.1208 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 11 7 4 6 860.4521 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 5 4 5 961.7462 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 5 3 8 902.0000 0.7946549 420.90799 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 7 3 6 902.0000 0.7584328 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 0 4 5 902.0000 0.7622066 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1608.4600
## INFO [12:38:36.761] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] MEDLEY 7 7 12 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 970.6443
## INFO [12:38:36.761] [bbotk] FREE 1 7 5 5 902.0000 0.7700000 467.87000 1048.5715
## INFO [12:38:36.761] [bbotk] FREE 1 5 4 5 949.4786 0.7304693 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 2 7 5 902.0000 0.7648567 87.35488 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 7 4 2 902.0000 0.7700000 467.87000 1795.7125
## INFO [12:38:36.761] [bbotk] FREE 4 7 4 7 960.7074 0.7700000 467.87000 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 7 4 5 934.0091 0.7680954 730.06015 1030.0000
## INFO [12:38:36.761] [bbotk] FREE 1 3 4 7 904.4514 0.7700000 467.87000 1053.2884
## INFO [12:38:36.761] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.45291 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.46314 29.61000 27.17953 25.41841 121 NA
## INFO [12:38:36.761] [bbotk] 21.51793 29.61000 38.18576 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 31.31919 27.11395 30.24000 24.15622 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 30.47834 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.65534 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.45456 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 30.24000 21.78770 121 NA
## INFO [12:38:36.761] [bbotk] 29.41116 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 33.87932 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 33.38686 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.51020 27.98549 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.49587 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 30.24000 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 39.41099 26.85000 121 NA
## INFO [12:38:36.761] [bbotk] 29.24188 29.61000 30.24000 29.64985 121 NA
## INFO [12:38:36.761] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:36.761] [bbotk] 2401 0.02 0.058823529 1 0.1749689
## INFO [12:38:36.761] [bbotk] 2402 0.12 0.120439125 3 0.2022107
## INFO [12:38:36.761] [bbotk] 2403 0.00 0.059688307 2 0.1741041
## INFO [12:38:36.761] [bbotk] 2404 0.32 0.150015682 6 0.2740884
## INFO [12:38:36.761] [bbotk] 2405 0.07 0.136402303 4 0.2186524
## INFO [12:38:36.761] [bbotk] 2406 0.27 0.215151192 8 0.2275431
## INFO [12:38:36.761] [bbotk] 2407 0.12 0.120279699 4 0.1906384
## INFO [12:38:36.761] [bbotk] 2408 0.22 0.060096953 2 0.1981452
## INFO [12:38:36.761] [bbotk] 2409 0.02 0.036629657 2 0.2360483
## INFO [12:38:36.761] [bbotk] 2410 0.00 0.059695046 2 0.1740974
## INFO [12:38:36.761] [bbotk] 2411 0.12 0.201943827 4 0.3406268
## INFO [12:38:36.761] [bbotk] 2412 0.02 0.063101944 3 0.1778599
## INFO [12:38:36.761] [bbotk] 2413 0.07 0.078948330 3 0.1607199
## INFO [12:38:36.761] [bbotk] 2414 0.00 0.091911771 4 0.1741618
## INFO [12:38:36.761] [bbotk] 2415 0.17 0.007398733 2 0.2056929
## INFO [12:38:36.761] [bbotk] 2416 0.42 0.143073739 5 0.1642432
## INFO [12:38:36.761] [bbotk] 2417 0.17 0.105067791 2 0.2388671
## INFO [12:38:36.761] [bbotk] 2418 0.12 0.138450548 3 0.3104033
## INFO [12:38:36.761] [bbotk] 2419 0.07 0.056451281 4 0.2521036
## INFO [12:38:36.761] [bbotk] 2420 0.07 0.134010905 5 0.2072493
## INFO [12:38:37.151] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:37.363] [bbotk] Result of batch 122:
## INFO [12:38:37.378] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:37.378] [bbotk] BACK 1 5 4 5 926.3153 0.7700000 467.8700 1889.812
## INFO [12:38:37.378] [bbotk] FREE 11 7 4 8 884.4073 0.7700000 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FREE 1 3 4 7 902.0000 0.8104036 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FREE 11 5 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FREE 1 5 4 5 926.9150 0.7868148 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FREE 10 5 4 5 902.0000 0.7666754 418.1124 1732.200
## INFO [12:38:37.378] [bbotk] FREE 1 9 4 5 988.1102 0.7767834 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] BACK 1 7 4 5 951.5245 0.8119162 467.8700 1475.251
## INFO [12:38:37.378] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1017.406
## INFO [12:38:37.378] [bbotk] FREE 1 7 12 5 958.8755 0.7069131 573.8639 1030.000
## INFO [12:38:37.378] [bbotk] FREE 1 7 6 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FLY 1 5 4 5 902.0000 0.7735980 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 865.3831 1030.000
## INFO [12:38:37.378] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] FLY 1 7 4 5 963.0149 0.7700000 280.5819 1211.092
## INFO [12:38:37.378] [bbotk] BACK 1 9 4 5 961.6027 0.7700000 467.8700 1496.682
## INFO [12:38:37.378] [bbotk] BACK 1 1 4 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] BACK 1 5 4 3 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.378] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:37.378] [bbotk] 29.24188 28.27399 30.24000 28.92213 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.55554 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.39920 31.53838 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.60872 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.20504 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.46141 29.61000 34.93883 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 24.04398 30.24000 30.75095 122 NA
## INFO [12:38:37.378] [bbotk] 23.01589 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 26.75670 23.74803 39.06314 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 33.63814 34.78469 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 27.83213 35.21635 23.95037 122 NA
## INFO [12:38:37.378] [bbotk] 29.51821 29.61000 30.24000 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.39221 25.91426 25.36588 26.85000 122 NA
## INFO [12:38:37.378] [bbotk] 29.24188 29.61000 30.24000 32.95697 122 NA
## INFO [12:38:37.378] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:37.378] [bbotk] 2421 0.07 0.193798092 6 0.2510604
## INFO [12:38:37.378] [bbotk] 2422 0.12 0.123881193 3 0.2619207
## INFO [12:38:37.378] [bbotk] 2423 0.02 0.001285329 1 0.2007040
## INFO [12:38:37.378] [bbotk] 2424 0.22 0.132371145 5 0.2073469
## INFO [12:38:37.378] [bbotk] 2425 0.00 0.060326783 2 0.1734656
## INFO [12:38:37.378] [bbotk] 2426 0.02 0.176470588 3 0.2582422
## INFO [12:38:37.378] [bbotk] 2427 0.02 0.070399903 3 0.1656196
## INFO [12:38:37.378] [bbotk] 2428 0.00 0.163828631 6 0.2694655
## INFO [12:38:37.378] [bbotk] 2429 0.12 0.105985329 5 0.2430429
## INFO [12:38:37.378] [bbotk] 2430 0.12 0.151324772 6 0.2795882
## INFO [12:38:37.378] [bbotk] 2431 0.02 0.085096814 3 0.2012422
## INFO [12:38:37.378] [bbotk] 2432 0.00 0.095844838 4 0.2205332
## INFO [12:38:37.378] [bbotk] 2433 0.32 0.119227563 4 0.2582935
## INFO [12:38:37.378] [bbotk] 2434 0.17 0.118234974 3 0.2332045
## INFO [12:38:37.378] [bbotk] 2435 0.22 0.113200046 4 0.2074294
## INFO [12:38:37.378] [bbotk] 2436 0.00 0.070166232 2 0.1636326
## INFO [12:38:37.378] [bbotk] 2437 0.37 0.139959815 7 0.3057646
## INFO [12:38:37.378] [bbotk] 2438 0.07 0.168084816 5 0.3058451
## INFO [12:38:37.378] [bbotk] 2439 0.27 0.206603377 6 0.2859263
## INFO [12:38:37.378] [bbotk] 2440 0.12 0.207200556 4 0.2742751
## INFO [12:38:37.727] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:37.931] [bbotk] Result of batch 123:
## INFO [12:38:37.938] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:37.938] [bbotk] FREE 1 0 4 5 906.0240 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] BREAST 1 5 4 6 933.3413 0.7700000 467.8700 1168.860
## INFO [12:38:37.938] [bbotk] FREE 1 7 4 5 912.0097 0.7700000 553.8538 1030.000
## INFO [12:38:37.938] [bbotk] FLY 1 5 4 5 902.0000 0.7700000 711.1518 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 5 4 2 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FLY 1 7 4 4 902.0000 0.7223229 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 7 4 5 897.6225 0.7700000 439.7442 1166.168
## INFO [12:38:37.938] [bbotk] FREE 1 5 4 5 942.5935 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 467.8700 1901.638
## INFO [12:38:37.938] [bbotk] FLY 1 7 4 5 902.0000 0.7652644 921.3173 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 2 4 5 902.0000 0.7630068 159.0091 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:37.938] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:37.938] [bbotk] 29.48328 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.24188 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.24188 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.24188 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.45456 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.24188 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 23.32143 29.61000 30.24000 23.99337 123 NA
## INFO [12:38:37.938] [bbotk] 28.58973 29.61000 36.53617 33.05654 123 NA
## INFO [12:38:37.938] [bbotk] 29.40720 33.41729 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.24188 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.65950 34.37384 30.24000 30.29403 123 NA
## INFO [12:38:37.938] [bbotk] 29.57626 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.04302 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.88773 30.79069 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.24188 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.46251 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.61740 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.45364 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.58018 29.61000 30.24000 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] 29.40158 29.61000 27.33584 26.85000 123 NA
## INFO [12:38:37.938] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:37.938] [bbotk] 2441 0.22 0.061238687 3 0.1989989
## INFO [12:38:37.938] [bbotk] 2442 0.07 0.000000000 0 0.1994186
## INFO [12:38:37.938] [bbotk] 2443 0.12 0.195962928 5 0.2665582
## INFO [12:38:37.938] [bbotk] 2444 0.07 0.008867493 2 0.2054513
## INFO [12:38:37.938] [bbotk] 2445 0.12 0.133572324 4 0.2437298
## INFO [12:38:37.938] [bbotk] 2446 0.22 0.117647059 2 0.1926228
## INFO [12:38:37.938] [bbotk] 2447 0.27 0.164072489 5 0.3035161
## INFO [12:38:37.938] [bbotk] 2448 0.22 0.053520050 3 0.2519427
## INFO [12:38:37.938] [bbotk] 2449 0.17 0.074264213 3 0.1742422
## INFO [12:38:37.938] [bbotk] 2450 0.02 0.058823529 1 0.1749689
## INFO [12:38:37.938] [bbotk] 2451 0.37 0.049029176 6 0.2299245
## INFO [12:38:37.938] [bbotk] 2452 0.00 0.074578424 3 0.1653043
## INFO [12:38:37.938] [bbotk] 2453 0.07 0.112279894 3 0.3112939
## INFO [12:38:37.938] [bbotk] 2454 0.17 0.094880491 5 0.2927515
## INFO [12:38:37.938] [bbotk] 2455 0.37 0.079077845 3 0.1584663
## INFO [12:38:37.938] [bbotk] 2456 0.00 0.059727621 2 0.1740648
## INFO [12:38:37.938] [bbotk] 2457 0.02 0.001538805 1 0.2009574
## INFO [12:38:37.938] [bbotk] 2458 0.00 0.059691307 2 0.1741011
## INFO [12:38:37.938] [bbotk] 2459 0.02 0.001386316 1 0.2008050
## INFO [12:38:37.938] [bbotk] 2460 0.12 0.009702799 2 0.2074390
## INFO [12:38:38.249] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:38.504] [bbotk] Result of batch 124:
## INFO [12:38:38.515] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:38.515] [bbotk] FREE 1 5 4 1 902.0000 0.7994982 787.80800 1384.4250
## INFO [12:38:38.515] [bbotk] FLY 1 7 11 5 902.0000 0.7875935 80.56807 1079.4341
## INFO [12:38:38.515] [bbotk] MEDLEY 1 7 4 5 873.1484 0.7756042 824.19248 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 7 4 5 976.3612 0.7700000 467.87000 1667.7835
## INFO [12:38:38.515] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 2 7 4 5 868.6080 0.7889176 804.87580 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 348.21117 1030.0000
## INFO [12:38:38.515] [bbotk] BACK 1 8 4 3 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 7 4 5 934.0091 0.7648451 467.87000 1154.7283
## INFO [12:38:38.515] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 5 11 5 902.0000 0.7459535 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 9 3 4 5 881.8994 0.7700000 222.47603 945.0492
## INFO [12:38:38.515] [bbotk] FREE 9 7 4 5 902.0000 0.7239389 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1203.2838
## INFO [12:38:38.515] [bbotk] BREAST 1 6 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:38.515] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:38.515] [bbotk] 29.24188 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.50846 29.61000 27.12977 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.91956 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 33.48393 29.61000 31.53676 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.49563 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.47842 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.41105 29.61000 30.24000 30.32488 124 NA
## INFO [12:38:38.515] [bbotk] 29.48124 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.24188 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.57969 22.10307 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.60872 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.45291 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.24188 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 27.35654 36.50198 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.24188 29.61000 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 29.24188 29.61000 28.23345 24.35382 124 NA
## INFO [12:38:38.515] [bbotk] 29.24188 24.48193 30.24000 31.63069 124 NA
## INFO [12:38:38.515] [bbotk] 29.40573 23.12636 30.24000 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] 30.76391 29.61000 21.72875 29.84645 124 NA
## INFO [12:38:38.515] [bbotk] 23.30221 30.70377 22.70841 26.85000 124 NA
## INFO [12:38:38.515] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:38.515] [bbotk] 2461 0.00 0.1636691462 5 0.2377534
## INFO [12:38:38.515] [bbotk] 2462 0.17 0.1582554952 7 0.2848604
## INFO [12:38:38.515] [bbotk] 2463 0.02 0.0947884977 5 0.2942071
## INFO [12:38:38.515] [bbotk] 2464 0.02 0.0862919151 4 0.2612471
## INFO [12:38:38.515] [bbotk] 2465 0.02 0.0010398403 1 0.2004585
## INFO [12:38:38.515] [bbotk] 2466 0.00 0.0597928377 2 0.1739996
## INFO [12:38:38.515] [bbotk] 2467 0.07 0.1127792280 6 0.3121979
## INFO [12:38:38.515] [bbotk] 2468 0.02 0.0009808783 1 0.2003995
## INFO [12:38:38.515] [bbotk] 2469 0.07 0.0074042271 1 0.2067251
## INFO [12:38:38.515] [bbotk] 2470 0.42 0.2069638995 5 0.3329113
## INFO [12:38:38.515] [bbotk] 2471 0.00 0.0603267827 2 0.1734656
## INFO [12:38:38.515] [bbotk] 2472 0.02 0.0008647775 1 0.2002834
## INFO [12:38:38.515] [bbotk] 2473 0.07 0.0000000000 0 0.1994186
## INFO [12:38:38.515] [bbotk] 2474 0.17 0.0541679665 5 0.2399604
## INFO [12:38:38.515] [bbotk] 2475 0.02 0.0588235294 1 0.1749689
## INFO [12:38:38.515] [bbotk] 2476 0.17 0.1403886081 5 0.2107073
## INFO [12:38:38.515] [bbotk] 2477 0.42 0.1890257857 7 0.3209382
## INFO [12:38:38.515] [bbotk] 2478 0.17 0.0921624299 4 0.2773847
## INFO [12:38:38.515] [bbotk] 2479 0.02 0.1171218880 5 0.1861314
## INFO [12:38:38.515] [bbotk] 2480 0.27 0.1696935142 5 0.2984348
## INFO [12:38:38.888] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:39.133] [bbotk] Result of batch 125:
## INFO [12:38:39.144] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:39.144] [bbotk] FREE 1 5 4 5 988.4356 0.7700000 467.8700 1349.248
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 978.3655 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] MEDLEY 1 5 1 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 5 4 1 902.0000 0.7598334 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] BACK 1 7 4 5 977.8801 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 8 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 8 4 5 894.6874 0.7721656 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 1 4 5 902.0000 0.7642524 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 665.8216 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 898.0278 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] BREAST 1 7 4 0 1007.7627 0.7700000 467.8700 1384.543
## INFO [12:38:39.144] [bbotk] FREE 2 7 4 5 1010.7459 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 902.0000 0.7258516 467.8700 1769.234
## INFO [12:38:39.144] [bbotk] MEDLEY 1 4 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:39.144] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:39.144] [bbotk] 29.40573 33.56791 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 30.24000 24.85995 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 34.26282 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.46166 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 27.96621 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 21.41521 29.61000 30.24000 26.05441 125 NA
## INFO [12:38:39.144] [bbotk] 29.26972 29.61000 31.39754 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 30.24000 25.95792 125 NA
## INFO [12:38:39.144] [bbotk] 29.59204 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.56664 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 34.69244 29.61000 30.24000 22.28095 125 NA
## INFO [12:38:39.144] [bbotk] 29.43990 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.46251 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 29.65630 31.44156 36.58028 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] 33.86290 29.61000 30.24000 30.38174 125 NA
## INFO [12:38:39.144] [bbotk] 29.24188 29.61000 30.24000 26.85000 125 NA
## INFO [12:38:39.144] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:39.144] [bbotk] 2481 0.07 0.1247520646 5 0.1915545
## INFO [12:38:39.144] [bbotk] 2482 0.07 0.0100138521 1 0.2075203
## INFO [12:38:39.144] [bbotk] 2483 0.02 0.0270607621 1 0.2236445
## INFO [12:38:39.144] [bbotk] 2484 0.12 0.1890042856 4 0.2707759
## INFO [12:38:39.144] [bbotk] 2485 0.00 0.1202088852 4 0.2039331
## INFO [12:38:39.144] [bbotk] 2486 0.07 0.0927966262 3 0.2842094
## INFO [12:38:39.144] [bbotk] 2487 0.07 0.0000000000 0 0.1994186
## INFO [12:38:39.144] [bbotk] 2488 0.02 0.1176470588 2 0.2337924
## INFO [12:38:39.144] [bbotk] 2489 0.12 0.0978439292 5 0.2361222
## INFO [12:38:39.144] [bbotk] 2490 0.17 0.0634832892 4 0.2022001
## INFO [12:38:39.144] [bbotk] 2491 0.07 0.0167376924 2 0.2142442
## INFO [12:38:39.144] [bbotk] 2492 0.02 0.0014348951 1 0.2008535
## INFO [12:38:39.144] [bbotk] 2493 0.02 0.0013308300 1 0.2007495
## INFO [12:38:39.144] [bbotk] 2494 0.27 0.0467339866 3 0.2442405
## INFO [12:38:39.144] [bbotk] 2495 0.02 0.0008114694 1 0.2002301
## INFO [12:38:39.144] [bbotk] 2496 0.17 0.1774412512 5 0.3060280
## INFO [12:38:39.144] [bbotk] 2497 0.02 0.0973585759 2 0.2939423
## INFO [12:38:39.144] [bbotk] 2498 0.02 0.0804133348 5 0.2667601
## INFO [12:38:39.144] [bbotk] 2499 0.02 0.1543545568 4 0.2620840
## INFO [12:38:39.144] [bbotk] 2500 0.02 0.0113427025 1 0.2079265
## INFO [12:38:39.518] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:39.729] [bbotk] Result of batch 126:
## INFO [12:38:39.737] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:39.737] [bbotk] FREE 1 7 4 5 951.1691 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 12 6 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 7 1 5 902.0000 0.7700000 467.8700 1846.821
## INFO [12:38:39.737] [bbotk] BACK 5 4 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 3 7 11 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 10 8 10 4 902.0000 0.7700000 467.8700 1695.189
## INFO [12:38:39.737] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] BREAST 1 7 3 5 902.0000 0.7700000 467.8700 1205.528
## INFO [12:38:39.737] [bbotk] FREE 7 5 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 7 4 6 902.0000 0.7643784 467.8700 1196.538
## INFO [12:38:39.737] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 5 6 1 902.0000 0.7631152 924.0679 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 7 12 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] FREE 1 5 4 5 902.0000 0.7748873 775.1982 1088.442
## INFO [12:38:39.737] [bbotk] FREE 5 2 4 5 902.0000 0.7700000 535.3620 1681.145
## INFO [12:38:39.737] [bbotk] FREE 1 4 4 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:39.737] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:39.737] [bbotk] 29.24188 29.61000 33.66721 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.43990 32.53733 30.24000 27.79461 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 34.15042 30.24000 27.27441 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.46166 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 21.92231 29.61000 22.07125 25.02911 126 NA
## INFO [12:38:39.737] [bbotk] 29.40573 29.61000 36.15164 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.66268 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.46835 29.61000 30.24000 31.62696 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.47842 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.47842 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 29.61000 22.73556 26.84742 126 NA
## INFO [12:38:39.737] [bbotk] 29.45291 23.96170 30.24000 29.18811 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 32.74926 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 34.20750 29.61000 30.24000 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] 29.24188 29.61000 33.54543 26.85000 126 NA
## INFO [12:38:39.737] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:39.737] [bbotk] 2501 0.02 0.0281014761 2 0.2246852
## INFO [12:38:39.737] [bbotk] 2502 0.02 0.0588235294 1 0.1749689
## INFO [12:38:39.737] [bbotk] 2503 0.22 0.1345628481 5 0.2621914
## INFO [12:38:39.737] [bbotk] 2504 0.22 0.1278960851 4 0.2064238
## INFO [12:38:39.737] [bbotk] 2505 0.12 0.1764705882 3 0.3170657
## INFO [12:38:39.737] [bbotk] 2506 0.00 0.0597241420 2 0.1740683
## INFO [12:38:39.737] [bbotk] 2507 0.17 0.1822545676 5 0.3188504
## INFO [12:38:39.737] [bbotk] 2508 0.02 0.2945574831 7 0.3194582
## INFO [12:38:39.737] [bbotk] 2509 0.00 0.0605478818 2 0.1732445
## INFO [12:38:39.737] [bbotk] 2510 0.17 0.1532133052 5 0.2528020
## INFO [12:38:39.737] [bbotk] 2511 0.00 0.1289897613 3 0.2224562
## INFO [12:38:39.737] [bbotk] 2512 0.12 0.0697999269 3 0.1851776
## INFO [12:38:39.737] [bbotk] 2513 0.02 0.0009693083 1 0.2003879
## INFO [12:38:39.737] [bbotk] 2514 0.00 0.0597928377 2 0.1739996
## INFO [12:38:39.737] [bbotk] 2515 0.27 0.2292182690 7 0.2498558
## INFO [12:38:39.737] [bbotk] 2516 0.12 0.0933555495 4 0.2328261
## INFO [12:38:39.737] [bbotk] 2517 0.02 0.0588235294 1 0.1749689
## INFO [12:38:39.737] [bbotk] 2518 0.12 0.0943413278 5 0.1827731
## INFO [12:38:39.737] [bbotk] 2519 0.27 0.1814964494 5 0.2632680
## INFO [12:38:39.737] [bbotk] 2520 0.17 0.1279456380 3 0.2434216
## INFO [12:38:40.035] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:40.253] [bbotk] Result of batch 127:
## INFO [12:38:40.261] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:40.261] [bbotk] FLY 1 7 9 5 902.0000 0.7352571 467.87000 953.2709
## INFO [12:38:40.261] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 323.18243 1030.0000
## INFO [12:38:40.261] [bbotk] FREE 1 0 4 5 902.0000 0.7700000 467.87000 1681.7922
## INFO [12:38:40.261] [bbotk] FREE 1 5 4 5 934.0091 0.7700000 75.74088 1745.0023
## INFO [12:38:40.261] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 775.82020 1030.0000
## INFO [12:38:40.261] [bbotk] BREAST 1 7 3 5 902.0000 0.7700000 467.87000 1603.0609
## INFO [12:38:40.261] [bbotk] FREE 1 7 4 5 930.8119 0.7700000 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 467.87000 1436.8809
## INFO [12:38:40.261] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] FREE 3 5 4 5 912.6845 0.7786482 333.18908 1030.0000
## INFO [12:38:40.261] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] BACK 1 8 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] BACK 1 3 5 5 923.3224 0.7373333 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.87000 1107.1514
## INFO [12:38:40.261] [bbotk] FREE 1 7 4 5 887.9513 0.7569446 467.87000 1131.8313
## INFO [12:38:40.261] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 77.12600 1030.0000
## INFO [12:38:40.261] [bbotk] BREAST 1 5 3 5 900.7638 0.7700000 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] BREAST 1 9 4 5 1006.3621 0.7979149 467.87000 1030.0000
## INFO [12:38:40.261] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:40.261] [bbotk] 31.64477 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 26.30823 29.61000 30.24000 22.01515 127 NA
## INFO [12:38:40.261] [bbotk] 26.39437 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 29.65534 29.61000 30.24000 26.43350 127 NA
## INFO [12:38:40.261] [bbotk] 29.49563 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 29.24188 29.61000 36.85301 22.34451 127 NA
## INFO [12:38:40.261] [bbotk] 32.00311 29.61000 21.67595 26.08081 127 NA
## INFO [12:38:40.261] [bbotk] 29.50538 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 33.44860 29.61000 30.24000 25.50688 127 NA
## INFO [12:38:40.261] [bbotk] 29.45456 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 29.24188 21.89753 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 29.60872 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 22.50109 22.93859 30.24000 25.40850 127 NA
## INFO [12:38:40.261] [bbotk] 29.24188 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 29.49504 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 29.24188 29.61000 24.13886 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 30.17742 29.61000 30.24000 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 34.03596 29.61000 40.12985 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 29.24188 29.61000 34.18569 26.85000 127 NA
## INFO [12:38:40.261] [bbotk] 29.46251 29.61000 30.24000 21.97716 127 NA
## INFO [12:38:40.261] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:40.261] [bbotk] 2521 0.07 0.137804485 5 0.2670457
## INFO [12:38:40.261] [bbotk] 2522 0.22 0.104126601 4 0.2410913
## INFO [12:38:40.261] [bbotk] 2523 0.17 0.109856155 3 0.2500466
## INFO [12:38:40.261] [bbotk] 2524 0.00 0.141402093 6 0.2209714
## INFO [12:38:40.261] [bbotk] 2525 0.00 0.059863370 2 0.1739290
## INFO [12:38:40.261] [bbotk] 2526 0.12 0.121154039 4 0.2218382
## INFO [12:38:40.261] [bbotk] 2527 0.27 0.194124430 6 0.2499815
## INFO [12:38:40.261] [bbotk] 2528 0.02 0.011289549 2 0.2078733
## INFO [12:38:40.261] [bbotk] 2529 0.12 0.107393340 4 0.2038393
## INFO [12:38:40.261] [bbotk] 2530 0.00 0.059695046 2 0.1740974
## INFO [12:38:40.261] [bbotk] 2531 0.12 0.161086090 6 0.2668330
## INFO [12:38:40.261] [bbotk] 2532 0.02 0.001503253 1 0.2009219
## INFO [12:38:40.261] [bbotk] 2533 0.27 0.178392024 5 0.3155458
## INFO [12:38:40.261] [bbotk] 2534 0.12 0.189364061 5 0.1933106
## INFO [12:38:40.261] [bbotk] 2535 0.02 0.001037409 1 0.2004560
## INFO [12:38:40.261] [bbotk] 2536 0.42 0.082492029 3 0.1625812
## INFO [12:38:40.261] [bbotk] 2537 0.02 0.017095142 4 0.2122473
## INFO [12:38:40.261] [bbotk] 2538 0.12 0.133460320 4 0.3327812
## INFO [12:38:40.261] [bbotk] 2539 0.17 0.189202055 5 0.2709736
## INFO [12:38:40.261] [bbotk] 2540 0.22 0.184613934 6 0.3204620
## INFO [12:38:40.575] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:40.833] [bbotk] Result of batch 128:
## INFO [12:38:40.841] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:40.841] [bbotk] BREAST 1 9 4 1 902.0000 0.7700000 276.1520 1541.373
## INFO [12:38:40.841] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 9 4 5 902.0000 0.7700000 931.5617 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 5 8 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FLY 1 7 4 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 4 4 5 902.0000 0.7993812 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1303.729
## INFO [12:38:40.841] [bbotk] FREE 6 7 2 5 902.0000 0.7700000 535.3310 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 7 4 6 978.3834 0.8011877 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FLY 3 5 4 7 898.1948 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.230
## INFO [12:38:40.841] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 1 7 4 3 971.6921 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FLY 1 7 2 5 902.0000 0.7700000 467.8700 1803.925
## INFO [12:38:40.841] [bbotk] BREAST 7 5 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:40.841] [bbotk] FREE 12 5 4 9 978.8397 0.7700000 877.0578 1030.000
## INFO [12:38:40.841] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:40.841] [bbotk] 29.24188 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.38214 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 22.42905 29.61000 35.60836 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.46244 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 26.15884 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 27.10389 29.61000 30.24000 21.70766 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 32.97920 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 32.64733 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 27.21815 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.48925 29.61000 38.39858 27.81368 128 NA
## INFO [12:38:40.841] [bbotk] 29.44288 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 29.61000 37.58369 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.50846 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 29.61000 30.24000 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 33.66327 36.23253 26.85000 128 NA
## INFO [12:38:40.841] [bbotk] 29.24188 29.61000 30.24000 24.72501 128 NA
## INFO [12:38:40.841] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:40.841] [bbotk] 2541 0.12 0.2192174520 5 0.3402528
## INFO [12:38:40.841] [bbotk] 2542 0.02 0.0005747916 1 0.1999934
## INFO [12:38:40.841] [bbotk] 2543 0.12 0.1321591506 4 0.2723496
## INFO [12:38:40.841] [bbotk] 2544 0.02 0.0588235294 1 0.1749689
## INFO [12:38:40.841] [bbotk] 2545 0.00 0.0597273431 2 0.1740651
## INFO [12:38:40.841] [bbotk] 2546 0.07 0.1302806553 3 0.2116476
## INFO [12:38:40.841] [bbotk] 2547 0.22 0.1522840892 4 0.3096290
## INFO [12:38:40.841] [bbotk] 2548 0.32 0.0766888538 3 0.2172840
## INFO [12:38:40.841] [bbotk] 2549 0.00 0.0753550561 2 0.1809919
## INFO [12:38:40.841] [bbotk] 2550 0.02 0.1357761887 4 0.2763713
## INFO [12:38:40.841] [bbotk] 2551 0.12 0.0992794699 4 0.2022166
## INFO [12:38:40.841] [bbotk] 2552 0.42 0.2679247490 8 0.3516490
## INFO [12:38:40.841] [bbotk] 2553 0.02 0.0008236796 1 0.2002423
## INFO [12:38:40.841] [bbotk] 2554 0.02 0.0817178253 3 0.1866190
## INFO [12:38:40.841] [bbotk] 2555 0.07 0.0000000000 0 0.1994186
## INFO [12:38:40.841] [bbotk] 2556 0.07 0.0000000000 0 0.1994186
## INFO [12:38:40.841] [bbotk] 2557 0.12 0.0846119266 3 0.2543799
## INFO [12:38:40.841] [bbotk] 2558 0.12 0.1643872852 3 0.1887090
## INFO [12:38:40.841] [bbotk] 2559 0.32 0.2696818151 6 0.3514534
## INFO [12:38:40.841] [bbotk] 2560 0.07 0.2397119172 6 0.3103858
## INFO [12:38:41.154] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:41.367] [bbotk] Result of batch 129:
## INFO [12:38:41.377] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:41.377] [bbotk] FREE 1 2 4 5 908.3664 0.7700000 467.8700 1489.334
## INFO [12:38:41.377] [bbotk] MEDLEY 6 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FLY 4 7 4 5 903.1633 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 7 4 5 911.2436 0.7700000 261.8263 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] BREAST 5 5 4 4 902.0000 0.7828330 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 7 4 5 902.0000 0.7661130 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 9 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 7 4 5 943.3116 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 4 7 9 5 910.0824 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 7 4 5 901.6036 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 590.4091 1277.193
## INFO [12:38:41.377] [bbotk] FREE 10 8 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 5 4 5 931.2022 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 7 4 5 987.7649 0.7079162 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 7 4 5 921.6291 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 7 4 5 959.3677 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:41.377] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:41.377] [bbotk] 32.47738 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 31.05295 24.35703 30.24000 27.22199 129 NA
## INFO [12:38:41.377] [bbotk] 29.46251 22.69127 30.24000 27.78745 129 NA
## INFO [12:38:41.377] [bbotk] 21.98188 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.24188 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.50846 29.61000 23.84984 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.24188 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.44592 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.46166 27.12906 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 27.55466 29.61000 30.24000 30.37594 129 NA
## INFO [12:38:41.377] [bbotk] 29.40573 29.61000 22.05025 29.05911 129 NA
## INFO [12:38:41.377] [bbotk] 29.55554 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.47842 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.24188 26.30661 30.24000 24.06012 129 NA
## INFO [12:38:41.377] [bbotk] 29.24188 21.55709 31.38215 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.24188 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 21.93064 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.24188 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.24188 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] 29.60872 29.61000 30.24000 26.85000 129 NA
## INFO [12:38:41.377] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:41.377] [bbotk] 2561 0.32 0.102078823 4 0.1810155
## INFO [12:38:41.377] [bbotk] 2562 0.07 0.206132851 6 0.3036918
## INFO [12:38:41.377] [bbotk] 2563 0.27 0.150508773 6 0.3479784
## INFO [12:38:41.377] [bbotk] 2564 0.07 0.045774902 3 0.2418562
## INFO [12:38:41.377] [bbotk] 2565 0.02 0.058823529 1 0.1749689
## INFO [12:38:41.377] [bbotk] 2566 0.27 0.258392914 7 0.2748625
## INFO [12:38:41.377] [bbotk] 2567 0.07 0.000635128 1 0.1987835
## INFO [12:38:41.377] [bbotk] 2568 0.00 0.059659660 2 0.1741328
## INFO [12:38:41.377] [bbotk] 2569 0.27 0.128167812 4 0.2088149
## INFO [12:38:41.377] [bbotk] 2570 0.07 0.039295339 3 0.2262554
## INFO [12:38:41.377] [bbotk] 2571 0.17 0.157815156 6 0.2938929
## INFO [12:38:41.377] [bbotk] 2572 0.02 0.001285329 1 0.2007040
## INFO [12:38:41.377] [bbotk] 2573 0.02 0.001109778 2 0.2005284
## INFO [12:38:41.377] [bbotk] 2574 0.22 0.108182730 5 0.2095748
## INFO [12:38:41.377] [bbotk] 2575 0.32 0.152431732 4 0.2919023
## INFO [12:38:41.377] [bbotk] 2576 0.02 0.069171585 2 0.1646208
## INFO [12:38:41.377] [bbotk] 2577 0.07 0.070495729 3 0.2536029
## INFO [12:38:41.377] [bbotk] 2578 0.07 0.006955751 1 0.2035395
## INFO [12:38:41.377] [bbotk] 2579 0.02 0.020328736 1 0.2169125
## INFO [12:38:41.377] [bbotk] 2580 0.00 0.060326783 2 0.1734656
## INFO [12:38:41.662] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:41.865] [bbotk] Result of batch 130:
## INFO [12:38:41.877] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:41.877] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] FREE 4 7 1 5 1000.0560 0.8490487 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] BACK 1 5 4 5 950.2782 0.7700000 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] FREE 4 5 4 5 902.0000 0.7700000 93.53641 1030.000
## INFO [12:38:41.877] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] BACK 1 5 4 3 902.0000 0.7700000 467.87000 1760.948
## INFO [12:38:41.877] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 179.42821 1030.000
## INFO [12:38:41.877] [bbotk] FREE 1 9 4 5 955.9187 0.8227314 254.46610 1901.545
## INFO [12:38:41.877] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1371.939
## INFO [12:38:41.877] [bbotk] FREE 8 5 4 5 902.0000 0.7755784 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] FREE 1 5 4 5 945.8511 0.7700000 516.04774 1681.704
## INFO [12:38:41.877] [bbotk] FREE 1 5 5 5 902.0000 0.7700000 480.05169 1203.935
## INFO [12:38:41.877] [bbotk] FREE 1 0 3 5 932.8639 0.7827454 388.40740 1030.000
## INFO [12:38:41.877] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] FREE 1 5 4 8 902.0000 0.7700000 467.87000 1294.566
## INFO [12:38:41.877] [bbotk] FREE 7 7 4 7 902.0000 0.7700000 467.87000 1283.378
## INFO [12:38:41.877] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] FREE 1 0 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:41.877] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:41.877] [bbotk] 29.43990 29.61000 30.24000 27.69992 130 NA
## INFO [12:38:41.877] [bbotk] 29.24188 29.61000 26.55532 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 28.39788 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.24188 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.24188 29.61000 22.44680 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.37435 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.24188 29.61000 39.71689 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 34.90110 30.20778 28.08817 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 30.65859 29.61000 32.13633 27.55302 130 NA
## INFO [12:38:41.877] [bbotk] 29.45456 32.87577 30.24000 31.07519 130 NA
## INFO [12:38:41.877] [bbotk] 29.46158 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.46235 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 33.34300 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 33.49892 21.81735 30.24000 28.42905 130 NA
## INFO [12:38:41.877] [bbotk] 27.40635 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.24188 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.24188 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.24188 29.61000 30.24000 32.79903 130 NA
## INFO [12:38:41.877] [bbotk] 29.46166 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] 29.24188 29.61000 30.24000 26.85000 130 NA
## INFO [12:38:41.877] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:41.877] [bbotk] 2581 0.00 0.0639117371 3 0.1698807
## INFO [12:38:41.877] [bbotk] 2582 0.12 0.1767906757 5 0.3128685
## INFO [12:38:41.877] [bbotk] 2583 0.07 0.1382133670 4 0.2316798
## INFO [12:38:41.877] [bbotk] 2584 0.07 0.0000000000 0 0.1994186
## INFO [12:38:41.877] [bbotk] 2585 0.12 0.1650909234 4 0.2812363
## INFO [12:38:41.877] [bbotk] 2586 0.00 0.0593663695 2 0.1744260
## INFO [12:38:41.877] [bbotk] 2587 0.12 0.2501420076 5 0.2883794
## INFO [12:38:41.877] [bbotk] 2588 0.17 0.1088841898 5 0.2028244
## INFO [12:38:41.877] [bbotk] 2589 0.12 0.1676384380 8 0.2762497
## INFO [12:38:41.877] [bbotk] 2590 0.22 0.1142704348 5 0.1791984
## INFO [12:38:41.877] [bbotk] 2591 0.00 0.1194588399 4 0.2319806
## INFO [12:38:41.877] [bbotk] 2592 0.02 0.0009034438 1 0.2003221
## INFO [12:38:41.877] [bbotk] 2593 0.00 0.1335080124 5 0.1946519
## INFO [12:38:41.877] [bbotk] 2594 0.17 0.1845124814 7 0.2063360
## INFO [12:38:41.877] [bbotk] 2595 0.00 0.1431050661 6 0.2215394
## INFO [12:38:41.877] [bbotk] 2596 0.02 0.0588235294 1 0.1749689
## INFO [12:38:41.877] [bbotk] 2597 0.00 0.1336252168 3 0.2170935
## INFO [12:38:41.877] [bbotk] 2598 0.12 0.1628847817 4 0.3088064
## INFO [12:38:41.877] [bbotk] 2599 0.00 0.0597241420 2 0.1740683
## INFO [12:38:41.877] [bbotk] 2600 0.12 0.0701662319 2 0.2079265
## INFO [12:38:42.219] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:42.415] [bbotk] Result of batch 131:
## INFO [12:38:42.423] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:42.423] [bbotk] FREE 1 7 1 5 902.0000 0.7700000 357.7003 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 7 8 1 902.0000 0.7576277 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] BACK 1 5 10 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 7 4 3 971.4696 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] MEDLEY 1 7 12 5 945.3281 0.8052888 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 7 1 5 902.0000 0.7700000 467.8700 1139.118
## INFO [12:38:42.423] [bbotk] BACK 1 9 12 5 1002.5674 0.7751387 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 6 3 4 5 902.0000 0.7700000 814.2884 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 5 8 5 902.0000 0.7700000 861.5118 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 5 9 4 902.0000 0.7700000 467.8700 1859.813
## INFO [12:38:42.423] [bbotk] FREE 1 5 9 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 6 1 4 5 1007.6071 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 2 3 4 5 902.0000 0.7581980 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1270.297
## INFO [12:38:42.423] [bbotk] FREE 1 5 3 8 947.7157 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.423] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.8700 1210.233
## INFO [12:38:42.423] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:42.423] [bbotk] 29.65534 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.46166 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.40573 29.61000 30.24000 26.63712 131 NA
## INFO [12:38:42.423] [bbotk] 29.46166 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.24188 29.61000 37.98352 21.77098 131 NA
## INFO [12:38:42.423] [bbotk] 32.98641 29.61000 29.77559 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.45456 34.78566 38.03935 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.24188 28.36132 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.65534 29.61000 30.24000 29.94719 131 NA
## INFO [12:38:42.423] [bbotk] 29.24188 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.24188 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 32.12594 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.45291 22.36558 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.43990 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 30.55101 35.86553 22.09243 27.16881 131 NA
## INFO [12:38:42.423] [bbotk] 31.87992 29.61000 23.48227 26.80205 131 NA
## INFO [12:38:42.423] [bbotk] 27.56977 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.40082 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.24188 29.61000 30.24000 26.85000 131 NA
## INFO [12:38:42.423] [bbotk] 29.46251 29.70513 30.24000 23.09840 131 NA
## INFO [12:38:42.423] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:42.423] [bbotk] 2601 0.02 0.0673348672 3 0.2078322
## INFO [12:38:42.423] [bbotk] 2602 0.02 0.0009006126 1 0.2003192
## INFO [12:38:42.423] [bbotk] 2603 0.00 0.1214113134 5 0.2490250
## INFO [12:38:42.423] [bbotk] 2604 0.00 0.0597241420 2 0.1740683
## INFO [12:38:42.423] [bbotk] 2605 0.17 0.2261541196 5 0.3060136
## INFO [12:38:42.423] [bbotk] 2606 0.22 0.1002318958 4 0.2532529
## INFO [12:38:42.423] [bbotk] 2607 0.17 0.1840077097 7 0.3096790
## INFO [12:38:42.423] [bbotk] 2608 0.22 0.0702555106 3 0.2097261
## INFO [12:38:42.423] [bbotk] 2609 0.02 0.2302263579 7 0.3091631
## INFO [12:38:42.423] [bbotk] 2610 0.12 0.1390826713 3 0.2728820
## INFO [12:38:42.423] [bbotk] 2611 0.02 0.1420047559 3 0.2237763
## INFO [12:38:42.423] [bbotk] 2612 0.00 0.2384043430 5 0.2044815
## INFO [12:38:42.423] [bbotk] 2613 0.07 0.1466029759 4 0.2272500
## INFO [12:38:42.423] [bbotk] 2614 0.07 0.1558813110 4 0.2936415
## INFO [12:38:42.423] [bbotk] 2615 0.32 0.1761858312 7 0.3045704
## INFO [12:38:42.423] [bbotk] 2616 0.12 0.1054421100 5 0.1935097
## INFO [12:38:42.423] [bbotk] 2617 0.07 0.1995222463 5 0.2116902
## INFO [12:38:42.423] [bbotk] 2618 0.00 0.0594748523 2 0.1743176
## INFO [12:38:42.423] [bbotk] 2619 0.07 0.0000000000 0 0.1994186
## INFO [12:38:42.423] [bbotk] 2620 0.22 0.0898593098 5 0.2228217
## INFO [12:38:42.754] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:42.955] [bbotk] Result of batch 132:
## INFO [12:38:42.963] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:42.963] [bbotk] FREE 1 5 4 5 902.0000 0.7895237 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 268.5935 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 5 4 5 873.5373 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 7 4 0 874.9658 0.7700000 467.8700 1850.737
## INFO [12:38:42.963] [bbotk] BREAST 1 5 4 5 902.0000 0.7880540 743.9775 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 7 4 5 900.0963 0.7700000 244.4850 1326.748
## INFO [12:38:42.963] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 7 4 5 902.0000 0.7840665 803.6893 1030.000
## INFO [12:38:42.963] [bbotk] FREE 6 2 4 5 893.6137 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 5 4 5 936.3978 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 8 9 5 6 889.8038 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 6 0 6 5 902.0000 0.7700000 844.9282 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 5 4 5 895.3513 0.7750983 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FREE 9 1 9 5 902.0000 0.7700000 467.8700 1647.462
## INFO [12:38:42.963] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] FLY 1 7 4 5 902.0000 0.7773525 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] MEDLEY 8 7 4 5 902.0000 0.7711574 467.8700 1030.000
## INFO [12:38:42.963] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:42.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 31.29561 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.10047 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 26.38963 36.25523 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 31.38397 35.04362 23.33563 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.46166 31.30858 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 26.09010 29.61000 30.24000 30.72223 132 NA
## INFO [12:38:42.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.24188 29.61000 30.24000 24.10061 132 NA
## INFO [12:38:42.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 34.94283 32.96090 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.37028 29.61967 24.27231 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.45456 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.24188 26.84369 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 29.47842 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 23.48192 29.61000 30.24000 26.85000 132 NA
## INFO [12:38:42.963] [bbotk] 25.80960 29.61000 30.24000 29.26326 132 NA
## INFO [12:38:42.963] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:42.963] [bbotk] 2621 0.02 0.06201368 2 0.1748911
## INFO [12:38:42.963] [bbotk] 2622 0.02 0.07957009 3 0.2788910
## INFO [12:38:42.963] [bbotk] 2623 0.07 0.06948897 3 0.1856343
## INFO [12:38:42.963] [bbotk] 2624 0.07 0.11797073 3 0.2921719
## INFO [12:38:42.963] [bbotk] 2625 0.17 0.13768199 4 0.2463146
## INFO [12:38:42.963] [bbotk] 2626 0.32 0.06987446 5 0.2687907
## INFO [12:38:42.963] [bbotk] 2627 0.32 0.05135897 3 0.2490952
## INFO [12:38:42.963] [bbotk] 2628 0.02 0.06631061 3 0.1674818
## INFO [12:38:42.963] [bbotk] 2629 0.12 0.05547833 4 0.2544923
## INFO [12:38:42.963] [bbotk] 2630 0.27 0.12061882 3 0.2023904
## INFO [12:38:42.963] [bbotk] 2631 0.00 0.07101268 2 0.1644791
## INFO [12:38:42.963] [bbotk] 2632 0.42 0.25345072 6 0.2099425
## INFO [12:38:42.963] [bbotk] 2633 0.22 0.19980213 4 0.2815737
## INFO [12:38:42.963] [bbotk] 2634 0.27 0.03635475 2 0.2357734
## INFO [12:38:42.963] [bbotk] 2635 0.12 0.08116951 6 0.1945214
## INFO [12:38:42.963] [bbotk] 2636 0.00 0.05969505 2 0.1740974
## INFO [12:38:42.963] [bbotk] 2637 0.22 0.22448813 5 0.3051352
## INFO [12:38:42.963] [bbotk] 2638 0.00 0.05979284 2 0.1739996
## INFO [12:38:42.963] [bbotk] 2639 0.12 0.08362789 3 0.2826419
## INFO [12:38:42.963] [bbotk] 2640 0.07 0.14404430 5 0.3430583
## INFO [12:38:43.340] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:43.598] [bbotk] Result of batch 133:
## INFO [12:38:43.606] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:43.606] [bbotk] MEDLEY 6 7 4 0 905.2061 0.7759490 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 5 4 5 902.0000 0.7852030 963.91201 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 5 4 5 958.5540 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] BREAST 10 5 4 5 902.0000 0.7929029 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] BACK 1 7 4 5 935.5865 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 7 4 5 931.3315 0.7700000 467.87000 1771.601
## INFO [12:38:43.606] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 584.64344 1030.000
## INFO [12:38:43.606] [bbotk] MEDLEY 1 4 12 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 6 5 4 5 930.6824 0.7700000 24.51833 1810.793
## INFO [12:38:43.606] [bbotk] FREE 1 7 4 5 904.6731 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 7 4 5 887.0332 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 5 4 5 902.0000 0.8010500 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 3 5 4 5 902.0000 0.7754344 467.87000 1086.819
## INFO [12:38:43.606] [bbotk] FLY 1 7 4 5 943.2222 0.7755973 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 4 4 4 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 2 4 5 902.0000 0.7674281 467.87000 1322.241
## INFO [12:38:43.606] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] FREE 7 5 4 5 902.0000 0.7700000 75.75446 1030.000
## INFO [12:38:43.606] [bbotk] FREE 1 0 4 7 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:43.606] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:43.606] [bbotk] 29.24188 29.61000 27.92164 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.24188 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.46256 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 30.01418 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.24188 24.31039 35.93172 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.46251 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.24188 28.83824 30.21798 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.47493 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.24188 29.61000 25.22351 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.74990 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.47842 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.24188 29.61000 38.25972 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.43990 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 30.57796 29.61000 21.67114 27.60150 133 NA
## INFO [12:38:43.606] [bbotk] 29.24188 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.65534 25.82874 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.24188 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.39221 29.61000 30.24000 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 21.95828 29.61000 35.69565 26.85000 133 NA
## INFO [12:38:43.606] [bbotk] 29.47374 23.08308 30.24000 31.25134 133 NA
## INFO [12:38:43.606] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:43.606] [bbotk] 2641 0.17 0.185801968 6 0.3580641
## INFO [12:38:43.606] [bbotk] 2642 0.02 0.092001672 3 0.2006342
## INFO [12:38:43.606] [bbotk] 2643 0.00 0.079768246 3 0.1714260
## INFO [12:38:43.606] [bbotk] 2644 0.12 0.183377604 5 0.2899256
## INFO [12:38:43.606] [bbotk] 2645 0.17 0.109008505 4 0.2910528
## INFO [12:38:43.606] [bbotk] 2646 0.02 0.056086068 3 0.2526698
## INFO [12:38:43.606] [bbotk] 2647 0.17 0.010286881 3 0.2084438
## INFO [12:38:43.606] [bbotk] 2648 0.07 0.177425601 4 0.2591972
## INFO [12:38:43.606] [bbotk] 2649 0.22 0.218029252 6 0.3033384
## INFO [12:38:43.606] [bbotk] 2650 0.02 0.003029002 2 0.2005532
## INFO [12:38:43.606] [bbotk] 2651 0.00 0.059792838 2 0.1739996
## INFO [12:38:43.606] [bbotk] 2652 0.12 0.030290294 2 0.2297089
## INFO [12:38:43.606] [bbotk] 2653 0.00 0.064708532 3 0.1759630
## INFO [12:38:43.606] [bbotk] 2654 0.07 0.157920593 7 0.2469141
## INFO [12:38:43.606] [bbotk] 2655 0.12 0.074345553 3 0.2709293
## INFO [12:38:43.606] [bbotk] 2656 0.07 0.134003642 4 0.1814273
## INFO [12:38:43.606] [bbotk] 2657 0.27 0.076893294 3 0.1578244
## INFO [12:38:43.606] [bbotk] 2658 0.00 0.059439566 2 0.1743528
## INFO [12:38:43.606] [bbotk] 2659 0.02 0.188754730 5 0.2936837
## INFO [12:38:43.606] [bbotk] 2660 0.32 0.166053462 5 0.2922473
## INFO [12:38:43.922] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:44.107] [bbotk] Result of batch 134:
## INFO [12:38:44.113] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:44.113] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] BACK 1 7 4 2 902.0000 0.7700000 467.8700 1221.556
## INFO [12:38:44.113] [bbotk] FREE 1 7 11 6 902.0000 0.7700000 467.8700 1260.763
## INFO [12:38:44.113] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] FREE 5 5 5 9 902.0000 0.7778727 757.1242 1592.416
## INFO [12:38:44.113] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] FLY 1 7 4 5 902.0000 0.7980793 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] FREE 8 7 4 5 938.7993 0.7268759 123.3646 1030.000
## INFO [12:38:44.113] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 550.8133 1030.000
## INFO [12:38:44.113] [bbotk] FREE 1 8 4 5 967.4864 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] FREE 1 7 4 5 899.1817 0.7873007 168.2737 1030.000
## INFO [12:38:44.113] [bbotk] FREE 8 1 4 8 902.0000 0.7422520 327.0624 1030.000
## INFO [12:38:44.113] [bbotk] FREE 1 5 4 1 934.0091 0.7700000 467.8700 1744.248
## INFO [12:38:44.113] [bbotk] FREE 1 7 4 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] MEDLEY 1 5 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] FREE 1 5 1 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:44.113] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 30.24000 32.40054 134 NA
## INFO [12:38:44.113] [bbotk] 27.89937 22.66901 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 24.34940 23.60620 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 37.40965 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.45291 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 24.97549 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 30.24000 25.46952 134 NA
## INFO [12:38:44.113] [bbotk] 29.50666 29.61000 29.31552 21.60528 134 NA
## INFO [12:38:44.113] [bbotk] 29.46325 25.08688 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.50782 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 29.56433 29.61000 30.24000 23.75970 134 NA
## INFO [12:38:44.113] [bbotk] 29.24188 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 27.42176 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 22.64694 29.61000 30.24000 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] 21.89266 29.61000 24.98605 26.85000 134 NA
## INFO [12:38:44.113] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:44.113] [bbotk] 2661 0.02 0.05882353 1 0.1749689
## INFO [12:38:44.113] [bbotk] 2662 0.22 0.15714590 4 0.2909452
## INFO [12:38:44.113] [bbotk] 2663 0.32 0.16399952 5 0.2362836
## INFO [12:38:44.113] [bbotk] 2664 0.22 0.03467572 2 0.2304998
## INFO [12:38:44.113] [bbotk] 2665 0.02 0.31078351 8 0.2742879
## INFO [12:38:44.113] [bbotk] 2666 0.00 0.05968831 2 0.1741041
## INFO [12:38:44.113] [bbotk] 2667 0.17 0.06341166 2 0.2628303
## INFO [12:38:44.113] [bbotk] 2668 0.07 0.07630621 2 0.2753202
## INFO [12:38:44.113] [bbotk] 2669 0.07 0.00000000 0 0.1994186
## INFO [12:38:44.113] [bbotk] 2670 0.07 0.00000000 0 0.1994186
## INFO [12:38:44.113] [bbotk] 2671 0.02 0.10717384 5 0.2886758
## INFO [12:38:44.113] [bbotk] 2672 0.17 0.03548892 4 0.2313130
## INFO [12:38:44.113] [bbotk] 2673 0.22 0.10047526 4 0.2371110
## INFO [12:38:44.113] [bbotk] 2674 0.02 0.05882353 1 0.1749689
## INFO [12:38:44.113] [bbotk] 2675 0.02 0.02345374 4 0.2227746
## INFO [12:38:44.113] [bbotk] 2676 0.27 0.20658905 7 0.2216126
## INFO [12:38:44.113] [bbotk] 2677 0.00 0.17212590 4 0.2445106
## INFO [12:38:44.113] [bbotk] 2678 0.12 0.06628195 2 0.2509916
## INFO [12:38:44.113] [bbotk] 2679 0.02 0.20349515 4 0.2270026
## INFO [12:38:44.113] [bbotk] 2680 0.22 0.16413196 4 0.2422257
## INFO [12:38:44.433] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:44.589] [bbotk] Result of batch 135:
## INFO [12:38:44.595] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:44.595] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 1 7 8 5 902.0000 0.7922514 65.91046 1030.000
## INFO [12:38:44.595] [bbotk] FREE 5 7 4 5 943.1239 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 1 1 4 5 981.0164 0.7670170 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 11 0 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 11 5 4 5 902.0000 0.7462368 857.93399 1030.000
## INFO [12:38:44.595] [bbotk] FREE 1 7 12 5 902.0000 0.7700000 366.40889 1320.219
## INFO [12:38:44.595] [bbotk] FREE 1 5 10 5 902.0000 0.7651703 467.87000 1060.673
## INFO [12:38:44.595] [bbotk] FREE 11 7 4 8 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 1 5 10 7 902.0000 0.7700000 507.03656 1243.589
## INFO [12:38:44.595] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FLY 1 5 4 4 902.0000 0.7700000 467.87000 1574.482
## INFO [12:38:44.595] [bbotk] BREAST 1 7 4 5 902.0000 0.7531510 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 1 7 4 5 902.1709 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 1 7 4 5 937.4041 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FLY 6 5 4 5 890.3510 0.7700000 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] MEDLEY 1 6 4 0 902.0000 0.7316905 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 1 7 4 3 902.0000 0.7696376 467.87000 1030.000
## INFO [12:38:44.595] [bbotk] FREE 5 7 4 8 902.0000 0.7700000 356.46155 1358.935
## INFO [12:38:44.595] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:44.595] [bbotk] 29.45241 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.47821 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 26.43398 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.36279 21.39933 30.44705 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 30.24000 23.26380 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 34.05275 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 24.35360 30.24000 30.71108 135 NA
## INFO [12:38:44.595] [bbotk] 33.42240 29.61000 36.59149 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 30.24000 28.80986 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.96829 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.66418 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 30.61171 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 21.77763 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 25.33449 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] 29.24188 29.61000 30.24000 26.85000 135 NA
## INFO [12:38:44.595] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:44.595] [bbotk] 2681 0.00 0.0596862568 2 0.1741062
## INFO [12:38:44.595] [bbotk] 2682 0.02 0.0009684593 1 0.2003871
## INFO [12:38:44.595] [bbotk] 2683 0.17 0.0988378740 4 0.2389306
## INFO [12:38:44.595] [bbotk] 2684 0.12 0.1063745932 5 0.3018338
## INFO [12:38:44.595] [bbotk] 2685 0.12 0.0873110991 3 0.2240965
## INFO [12:38:44.595] [bbotk] 2686 0.27 0.1356926610 3 0.2743756
## INFO [12:38:44.595] [bbotk] 2687 0.02 0.1575454438 5 0.2582296
## INFO [12:38:44.595] [bbotk] 2688 0.00 0.0826291266 3 0.2231265
## INFO [12:38:44.595] [bbotk] 2689 0.07 0.1600998044 6 0.2391685
## INFO [12:38:44.595] [bbotk] 2690 0.07 0.1545669366 4 0.2963056
## INFO [12:38:44.595] [bbotk] 2691 0.12 0.2016554626 6 0.2265562
## INFO [12:38:44.595] [bbotk] 2692 0.02 0.0588235294 1 0.1749689
## INFO [12:38:44.595] [bbotk] 2693 0.07 0.2093539185 4 0.2342546
## INFO [12:38:44.595] [bbotk] 2694 0.17 0.0645533187 3 0.2584658
## INFO [12:38:44.595] [bbotk] 2695 0.02 0.0017910823 2 0.2010886
## INFO [12:38:44.595] [bbotk] 2696 0.02 0.0125457314 1 0.2091295
## INFO [12:38:44.595] [bbotk] 2697 0.22 0.1844827704 5 0.2928596
## INFO [12:38:44.595] [bbotk] 2698 0.17 0.2133170948 5 0.2772320
## INFO [12:38:44.595] [bbotk] 2699 0.22 0.0748943144 3 0.2596040
## INFO [12:38:44.595] [bbotk] 2700 0.07 0.1444064022 4 0.2866982
## INFO [12:38:44.808] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:44.965] [bbotk] Result of batch 136:
## INFO [12:38:44.971] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:44.971] [bbotk] BREAST 1 5 6 5 902.0000 0.7802852 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] MEDLEY 1 7 4 5 866.9529 0.7862330 467.8700 1064.2388
## INFO [12:38:44.971] [bbotk] MEDLEY 10 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 4 6 2 5 902.0000 0.7886834 505.2687 1557.0805
## INFO [12:38:44.971] [bbotk] BACK 1 7 8 5 902.0000 0.7700000 135.2121 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 200.0107 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 5 4 5 870.0681 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 7 8 5 902.0000 0.7753978 203.4916 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 5 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] MEDLEY 1 7 8 5 902.0000 0.7700000 467.8700 1418.5051
## INFO [12:38:44.971] [bbotk] FREE 3 8 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] MEDLEY 1 5 4 5 902.0000 0.7700000 671.9114 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1255.7946
## INFO [12:38:44.971] [bbotk] FREE 6 5 9 5 926.1368 0.7700000 467.8700 1030.0000
## INFO [12:38:44.971] [bbotk] FLY 2 0 6 3 902.0000 0.7700000 467.8700 967.8882
## INFO [12:38:44.971] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:44.971] [bbotk] 29.24188 29.61000 21.44551 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 23.83915 29.61000 30.24000 28.18214 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 29.61000 30.24000 28.71283 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 28.95075 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 29.61000 34.81477 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.50666 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 27.83933 30.24000 29.17155 136 NA
## INFO [12:38:44.971] [bbotk] 29.67082 29.61000 30.24000 27.67387 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 29.61000 30.24000 22.73956 136 NA
## INFO [12:38:44.971] [bbotk] 29.65534 33.46715 30.24000 32.61384 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 25.24157 30.66234 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 34.12522 23.42098 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.44592 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.53084 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.45291 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.55554 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.24188 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] 29.50846 29.61000 30.24000 26.85000 136 NA
## INFO [12:38:44.971] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:44.971] [bbotk] 2701 0.27 0.2055517504 5 0.2816775
## INFO [12:38:44.971] [bbotk] 2702 0.12 0.1048054622 6 0.3038194
## INFO [12:38:44.971] [bbotk] 2703 0.07 0.1270207415 3 0.3264394
## INFO [12:38:44.971] [bbotk] 2704 0.12 0.2136699665 6 0.2878088
## INFO [12:38:44.971] [bbotk] 2705 0.02 0.1394241827 4 0.2645981
## INFO [12:38:44.971] [bbotk] 2706 0.07 0.0308279330 2 0.2301488
## INFO [12:38:44.971] [bbotk] 2707 0.00 0.0599085702 2 0.1738838
## INFO [12:38:44.971] [bbotk] 2708 0.17 0.0886868202 4 0.1814683
## INFO [12:38:44.971] [bbotk] 2709 0.00 0.0819680627 5 0.2224654
## INFO [12:38:44.971] [bbotk] 2710 0.12 0.1383306036 3 0.2544760
## INFO [12:38:44.971] [bbotk] 2711 0.27 0.1867645926 6 0.2906985
## INFO [12:38:44.971] [bbotk] 2712 0.32 0.1359020621 4 0.2753727
## INFO [12:38:44.971] [bbotk] 2713 0.32 0.1690267034 5 0.2661147
## INFO [12:38:44.971] [bbotk] 2714 0.02 0.0008361309 1 0.2002548
## INFO [12:38:44.971] [bbotk] 2715 0.00 0.0600076308 2 0.1737848
## INFO [12:38:44.971] [bbotk] 2716 0.07 0.0000000000 0 0.1994186
## INFO [12:38:44.971] [bbotk] 2717 0.00 0.0596883069 2 0.1741041
## INFO [12:38:44.971] [bbotk] 2718 0.00 0.0737454475 3 0.1768116
## INFO [12:38:44.971] [bbotk] 2719 0.02 0.1850236579 4 0.2574084
## INFO [12:38:44.971] [bbotk] 2720 0.27 0.2989611977 7 0.3481113
## INFO [12:38:45.214] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:45.375] [bbotk] Result of batch 137:
## INFO [12:38:45.384] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:45.384] [bbotk] FREE 1 9 4 5 962.7735 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 5 4 2 902.0000 0.7700000 72.96997 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 7 4 5 899.7609 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] BACK 1 4 4 5 902.0000 0.7700000 722.43763 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 5 4 5 913.0008 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 7 4 2 902.0000 0.7460193 467.87000 1218.143
## INFO [12:38:45.384] [bbotk] BREAST 1 7 4 4 907.1305 0.7566428 756.09043 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 7 9 5 993.4819 0.7700000 278.99626 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 467.87000 1370.691
## INFO [12:38:45.384] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] FREE 1 2 4 5 902.0000 0.7458868 467.87000 1627.904
## INFO [12:38:45.384] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 969.35043 1030.000
## INFO [12:38:45.384] [bbotk] BACK 5 5 4 9 902.0000 0.7700000 737.18483 1259.829
## INFO [12:38:45.384] [bbotk] FREE 1 7 11 4 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] BACK 1 5 4 1 902.0000 0.7803725 367.97102 1030.000
## INFO [12:38:45.384] [bbotk] MEDLEY 9 5 4 5 1004.3930 0.7700000 467.87000 1030.000
## INFO [12:38:45.384] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:45.384] [bbotk] 29.24188 29.61000 38.90667 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.50666 29.61000 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.56952 29.61000 28.97600 23.93867 137 NA
## INFO [12:38:45.384] [bbotk] 29.45291 29.61000 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 30.04588 29.61000 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.43467 29.61000 30.24000 27.65412 137 NA
## INFO [12:38:45.384] [bbotk] 29.24188 36.24956 24.38091 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.46139 29.61000 33.01812 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.24188 29.61000 30.24000 22.26540 137 NA
## INFO [12:38:45.384] [bbotk] 29.24188 29.61000 26.16362 29.10151 137 NA
## INFO [12:38:45.384] [bbotk] 29.24188 36.48232 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.24188 29.61000 38.38540 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.24188 29.61000 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.50846 29.61000 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.24188 29.61000 32.19068 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 25.77461 26.54242 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.46491 31.28002 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.39907 29.61000 30.24000 31.22036 137 NA
## INFO [12:38:45.384] [bbotk] 29.48936 29.61000 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] 29.47068 29.61000 30.24000 26.85000 137 NA
## INFO [12:38:45.384] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:45.384] [bbotk] 2721 0.17 0.107361498 3 0.2451217
## INFO [12:38:45.384] [bbotk] 2722 0.02 0.001085041 1 0.2005037
## INFO [12:38:45.384] [bbotk] 2723 0.32 0.162013077 6 0.2317280
## INFO [12:38:45.384] [bbotk] 2724 0.00 0.059688307 2 0.1741041
## INFO [12:38:45.384] [bbotk] 2725 0.02 0.004088083 2 0.2035067
## INFO [12:38:45.384] [bbotk] 2726 0.07 0.138235465 5 0.2788306
## INFO [12:38:45.384] [bbotk] 2727 0.37 0.106722378 4 0.2002588
## INFO [12:38:45.384] [bbotk] 2728 0.02 0.009555173 2 0.2089738
## INFO [12:38:45.384] [bbotk] 2729 0.27 0.097174129 4 0.2209151
## INFO [12:38:45.384] [bbotk] 2730 0.37 0.163512169 7 0.2981866
## INFO [12:38:45.384] [bbotk] 2731 0.17 0.129576289 4 0.2672388
## INFO [12:38:45.384] [bbotk] 2732 0.22 0.104777368 3 0.2453725
## INFO [12:38:45.384] [bbotk] 2733 0.02 0.058823529 1 0.1749689
## INFO [12:38:45.384] [bbotk] 2734 0.00 0.059915914 2 0.1738765
## INFO [12:38:45.384] [bbotk] 2735 0.27 0.104950921 4 0.1788424
## INFO [12:38:45.384] [bbotk] 2736 0.17 0.115956995 4 0.2470646
## INFO [12:38:45.384] [bbotk] 2737 0.00 0.273228660 8 0.3569529
## INFO [12:38:45.384] [bbotk] 2738 0.00 0.140282631 4 0.2240069
## INFO [12:38:45.384] [bbotk] 2739 0.00 0.185361092 6 0.2653590
## INFO [12:38:45.384] [bbotk] 2740 0.00 0.213692006 5 0.3052832
## INFO [12:38:45.635] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:45.776] [bbotk] Result of batch 138:
## INFO [12:38:45.782] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:45.782] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 3 0 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FLY 1 5 9 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 2 2 4 1 902.0000 0.7700000 507.8017 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 9 12 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 5 7 5 982.2651 0.7700000 365.9110 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 8 7 4 5 900.9380 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] BREAST 12 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] BACK 1 0 1 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] BREAST 1 5 4 7 902.0000 0.7508725 467.8700 1627.732
## INFO [12:38:45.782] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 1 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 7 4 1 902.0000 0.7700000 219.3298 1030.000
## INFO [12:38:45.782] [bbotk] FREE 1 5 4 5 929.2035 0.7700000 467.8700 1030.000
## INFO [12:38:45.782] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:45.782] [bbotk] 29.24188 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.55554 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.44592 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.50846 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 29.61000 22.16217 32.79118 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 22.95280 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 31.94172 29.61000 24.23537 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 25.84843 23.71681 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 24.24030 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.47842 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 31.96844 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 33.39089 29.61000 31.37408 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 31.55352 36.04516 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.46166 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.41639 29.61000 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] 29.24188 28.45949 30.24000 26.85000 138 NA
## INFO [12:38:45.782] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:45.782] [bbotk] 2741 0.02 0.0588235294 1 0.1749689
## INFO [12:38:45.782] [bbotk] 2742 0.00 0.0601088580 2 0.1736836
## INFO [12:38:45.782] [bbotk] 2743 0.00 0.0596596603 2 0.1741328
## INFO [12:38:45.782] [bbotk] 2744 0.22 0.1187394436 3 0.2593345
## INFO [12:38:45.782] [bbotk] 2745 0.17 0.2315340283 5 0.3110210
## INFO [12:38:45.782] [bbotk] 2746 0.32 0.2047555596 5 0.2854026
## INFO [12:38:45.782] [bbotk] 2747 0.22 0.1474187518 4 0.2275079
## INFO [12:38:45.782] [bbotk] 2748 0.27 0.1873086229 6 0.2527153
## INFO [12:38:45.782] [bbotk] 2749 0.02 0.0588235294 1 0.1749689
## INFO [12:38:45.782] [bbotk] 2750 0.22 0.0800215236 3 0.2783156
## INFO [12:38:45.782] [bbotk] 2751 0.02 0.0009693083 1 0.2003879
## INFO [12:38:45.782] [bbotk] 2752 0.22 0.1856157094 4 0.2869485
## INFO [12:38:45.782] [bbotk] 2753 0.02 0.0588235294 1 0.1749689
## INFO [12:38:45.782] [bbotk] 2754 0.27 0.1970057266 5 0.2787773
## INFO [12:38:45.782] [bbotk] 2755 0.47 0.2501209773 7 0.3233761
## INFO [12:38:45.782] [bbotk] 2756 0.02 0.0588235294 1 0.1749689
## INFO [12:38:45.782] [bbotk] 2757 0.02 0.0009006126 1 0.2003192
## INFO [12:38:45.782] [bbotk] 2758 0.12 0.1176470588 2 0.1994186
## INFO [12:38:45.782] [bbotk] 2759 0.02 0.0749177908 3 0.2581972
## INFO [12:38:45.782] [bbotk] 2760 0.12 0.0729245717 3 0.1697904
## INFO [12:38:46.026] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:46.168] [bbotk] Result of batch 139:
## INFO [12:38:46.175] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:46.175] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1252.0091
## INFO [12:38:46.175] [bbotk] FREE 4 6 10 5 930.7479 0.7700000 282.80650 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 7 7 4 5 978.9036 0.7700000 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 6 4 5 902.3612 0.7700000 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 5 4 5 902.0000 0.7620238 31.72086 1799.1700
## INFO [12:38:46.175] [bbotk] FREE 1 7 4 3 900.4328 0.7700000 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 7 4 5 1010.5494 0.7700000 367.75896 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 7 4 1 902.0000 0.7611586 312.60126 1797.4430
## INFO [12:38:46.175] [bbotk] FREE 1 5 4 5 934.1400 0.7700000 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] BACK 1 4 4 5 886.8055 0.7526503 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 11 7 4 5 902.0000 0.7700000 467.87000 966.4685
## INFO [12:38:46.175] [bbotk] FREE 12 5 7 5 902.0000 0.8068759 467.87000 1255.1431
## INFO [12:38:46.175] [bbotk] FREE 11 8 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 7 4 5 902.0000 0.7725847 639.04565 1030.0000
## INFO [12:38:46.175] [bbotk] FREE 1 0 4 9 902.0000 0.7700000 47.84342 1030.0000
## INFO [12:38:46.175] [bbotk] BACK 1 7 4 5 902.0000 0.7779586 467.87000 1832.7564
## INFO [12:38:46.175] [bbotk] FREE 1 7 6 5 910.8687 0.7862650 467.87000 1030.0000
## INFO [12:38:46.175] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:46.175] [bbotk] 29.88632 35.25192 30.24000 32.03670 139 NA
## INFO [12:38:46.175] [bbotk] 29.24188 23.85233 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.24188 29.61000 30.24000 31.01740 139 NA
## INFO [12:38:46.175] [bbotk] 29.24188 29.61000 32.31812 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.24188 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.45519 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 28.96132 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 21.67924 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.57599 27.97832 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.10043 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.39920 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.46251 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.24188 29.61000 32.81522 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.50846 30.41942 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 27.05277 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 24.42396 29.61000 30.24000 22.06638 139 NA
## INFO [12:38:46.175] [bbotk] 31.31953 29.61000 30.84811 25.46508 139 NA
## INFO [12:38:46.175] [bbotk] 29.53957 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.50308 30.94623 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] 29.24188 29.61000 30.24000 26.85000 139 NA
## INFO [12:38:46.175] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:46.175] [bbotk] 2761 0.37 0.06402523 4 0.2430617
## INFO [12:38:46.175] [bbotk] 2762 0.27 0.22043506 6 0.2894941
## INFO [12:38:46.175] [bbotk] 2763 0.02 0.10704513 3 0.2940052
## INFO [12:38:46.175] [bbotk] 2764 0.17 0.06542623 3 0.1981326
## INFO [12:38:46.175] [bbotk] 2765 0.07 0.13356786 4 0.2392047
## INFO [12:38:46.175] [bbotk] 2766 0.17 0.06025297 3 0.2432144
## INFO [12:38:46.175] [bbotk] 2767 0.02 0.04580974 3 0.2418911
## INFO [12:38:46.175] [bbotk] 2768 0.07 0.03098997 1 0.2300040
## INFO [12:38:46.175] [bbotk] 2769 0.22 0.12392082 6 0.2953838
## INFO [12:38:46.175] [bbotk] 2770 0.00 0.07079220 3 0.1642586
## INFO [12:38:46.175] [bbotk] 2771 0.00 0.05946820 2 0.1743242
## INFO [12:38:46.175] [bbotk] 2772 0.00 0.05972762 2 0.1740648
## INFO [12:38:46.175] [bbotk] 2773 0.17 0.13388976 5 0.2688150
## INFO [12:38:46.175] [bbotk] 2774 0.07 0.06689146 4 0.2663101
## INFO [12:38:46.175] [bbotk] 2775 0.12 0.20506376 6 0.2775908
## INFO [12:38:46.175] [bbotk] 2776 0.22 0.16146073 4 0.2997390
## INFO [12:38:46.175] [bbotk] 2777 0.02 0.02839160 5 0.2258981
## INFO [12:38:46.175] [bbotk] 2778 0.37 0.14485728 4 0.2777182
## INFO [12:38:46.175] [bbotk] 2779 0.07 0.11485720 5 0.2556834
## INFO [12:38:46.175] [bbotk] 2780 0.07 0.06462391 3 0.2023841
## INFO [12:38:46.412] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:46.554] [bbotk] Result of batch 140:
## INFO [12:38:46.560] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:46.560] [bbotk] FREE 11 7 3 5 978.9389 0.7700000 158.10467 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.87000 1153.7086
## INFO [12:38:46.560] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 7 4 5 926.7398 0.7700000 103.57808 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 7 7 4 5 976.7141 0.7560943 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] MEDLEY 2 7 4 5 942.2576 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 6 5 5 888.7017 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 7 10 4 1002.4502 0.7700000 467.87000 1166.3930
## INFO [12:38:46.560] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FLY 3 6 11 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 5 4 2 902.0000 0.7664223 467.87000 1226.9100
## INFO [12:38:46.560] [bbotk] FREE 12 5 4 1 902.0000 0.7700000 467.87000 991.9912
## INFO [12:38:46.560] [bbotk] FLY 10 7 4 5 902.4643 0.7700000 467.87000 1137.7927
## INFO [12:38:46.560] [bbotk] FREE 12 5 10 3 982.7407 0.7700000 84.17217 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FREE 1 8 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:46.560] [bbotk] FLY 7 0 4 5 902.0000 0.7763352 467.87000 1174.9857
## INFO [12:38:46.560] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:46.560] [bbotk] 29.24188 29.61000 30.76438 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.24188 29.61000 30.24000 27.62265 140 NA
## INFO [12:38:46.560] [bbotk] 29.39920 27.23847 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 27.22334 29.61000 30.24000 26.48213 140 NA
## INFO [12:38:46.560] [bbotk] 26.04708 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 23.30985 29.61000 30.24000 23.26326 140 NA
## INFO [12:38:46.560] [bbotk] 29.50846 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 25.71633 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.46148 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.24188 22.44593 27.67423 31.56595 140 NA
## INFO [12:38:46.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.46251 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 30.49606 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.40573 29.61000 39.33421 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.50819 29.61000 30.24000 31.42433 140 NA
## INFO [12:38:46.560] [bbotk] 29.24188 29.61000 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.46763 29.95635 30.24000 26.85000 140 NA
## INFO [12:38:46.560] [bbotk] 29.56589 26.58510 30.24000 26.86624 140 NA
## INFO [12:38:46.560] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:46.560] [bbotk] 2781 0.00 0.1657124333 5 0.3033749
## INFO [12:38:46.560] [bbotk] 2782 0.27 0.0701827013 3 0.1519543
## INFO [12:38:46.560] [bbotk] 2783 0.17 0.0098405499 2 0.2081347
## INFO [12:38:46.560] [bbotk] 2784 0.07 0.0313083662 2 0.2277944
## INFO [12:38:46.560] [bbotk] 2785 0.02 0.0976939095 5 0.2874165
## INFO [12:38:46.560] [bbotk] 2786 0.07 0.1450042220 4 0.3411833
## INFO [12:38:46.560] [bbotk] 2787 0.22 0.1647158467 5 0.1796111
## INFO [12:38:46.560] [bbotk] 2788 0.00 0.0599159142 2 0.1738765
## INFO [12:38:46.560] [bbotk] 2789 0.02 0.1759266202 5 0.2469181
## INFO [12:38:46.560] [bbotk] 2790 0.02 0.0008998739 1 0.2003185
## INFO [12:38:46.560] [bbotk] 2791 0.27 0.2947981620 7 0.3583673
## INFO [12:38:46.560] [bbotk] 2792 0.07 0.0000000000 0 0.1994186
## INFO [12:38:46.560] [bbotk] 2793 0.17 0.1301237899 4 0.2039304
## INFO [12:38:46.560] [bbotk] 2794 0.02 0.1796701766 5 0.2633944
## INFO [12:38:46.560] [bbotk] 2795 0.12 0.1294609425 5 0.3285505
## INFO [12:38:46.560] [bbotk] 2796 0.12 0.3166535176 8 0.3298781
## INFO [12:38:46.560] [bbotk] 2797 0.00 0.0829326403 3 0.2235277
## INFO [12:38:46.560] [bbotk] 2798 0.02 0.0588235294 1 0.1749689
## INFO [12:38:46.560] [bbotk] 2799 0.22 0.0610916378 3 0.2016867
## INFO [12:38:46.560] [bbotk] 2800 0.37 0.1994008530 8 0.3388714
## INFO [12:38:46.814] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:46.957] [bbotk] Result of batch 141:
## INFO [12:38:46.963] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:46.963] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 5 11 5 1014.5646 0.7700000 467.8700 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 5 4 4 890.2306 0.7700000 467.8700 1438.146
## INFO [12:38:46.963] [bbotk] FREE 9 7 6 5 948.4563 0.7700000 467.8700 1853.215
## INFO [12:38:46.963] [bbotk] FREE 1 5 4 5 957.1773 0.7603918 300.0872 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1902.895
## INFO [12:38:46.963] [bbotk] FREE 1 3 4 5 1021.4989 0.7668620 429.6120 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 3 4 5 1002.2963 0.7700000 467.8700 1259.942
## INFO [12:38:46.963] [bbotk] FREE 8 7 4 5 893.0939 0.7700000 467.8700 1017.911
## INFO [12:38:46.963] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:46.963] [bbotk] FLY 1 1 11 2 990.2260 0.7559045 687.0407 1447.264
## INFO [12:38:46.963] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 5 4 5 943.4076 0.7700000 467.8700 1846.453
## INFO [12:38:46.963] [bbotk] FREE 4 7 4 5 902.0000 0.7416798 368.6851 1030.000
## INFO [12:38:46.963] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 748.3810 1030.000
## INFO [12:38:46.963] [bbotk] FREE 4 7 4 5 902.0000 0.7700000 609.5403 1273.906
## INFO [12:38:46.963] [bbotk] BACK 1 5 1 5 995.4861 0.7700000 467.8700 1030.000
## INFO [12:38:46.963] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:46.963] [bbotk] 29.45291 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.39920 31.42091 23.11910 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.24188 29.61000 30.24000 21.50394 141 NA
## INFO [12:38:46.963] [bbotk] 29.11487 22.24418 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.55616 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.55554 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.46244 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.24188 29.61000 30.24000 24.21132 141 NA
## INFO [12:38:46.963] [bbotk] 29.36696 34.71404 26.96754 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.24188 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.46166 23.13660 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.57871 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.24188 24.95226 25.04927 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 25.53978 29.61000 30.24000 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] 29.24188 29.61000 30.24000 24.34869 141 NA
## INFO [12:38:46.963] [bbotk] 29.47842 29.61000 30.24000 30.30406 141 NA
## INFO [12:38:46.963] [bbotk] 29.40573 29.61000 33.77448 26.85000 141 NA
## INFO [12:38:46.963] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:46.963] [bbotk] 2801 0.02 0.0008647775 1 0.2002834
## INFO [12:38:46.963] [bbotk] 2802 0.12 0.1873882266 6 0.2555357
## INFO [12:38:46.963] [bbotk] 2803 0.07 0.0000000000 0 0.1994186
## INFO [12:38:46.963] [bbotk] 2804 0.07 0.0000000000 0 0.1994186
## INFO [12:38:46.963] [bbotk] 2805 0.17 0.1733682426 5 0.1965581
## INFO [12:38:46.963] [bbotk] 2806 0.22 0.2129086632 6 0.3481624
## INFO [12:38:46.963] [bbotk] 2807 0.00 0.0903280918 4 0.1837945
## INFO [12:38:46.963] [bbotk] 2808 0.02 0.1128287998 3 0.2158899
## INFO [12:38:46.963] [bbotk] 2809 0.02 0.1053343751 5 0.2322578
## INFO [12:38:46.963] [bbotk] 2810 0.00 0.0597273431 2 0.1740651
## INFO [12:38:46.963] [bbotk] 2811 0.17 0.1215291525 4 0.2461363
## INFO [12:38:46.963] [bbotk] 2812 0.32 0.0932095650 6 0.2909457
## INFO [12:38:46.963] [bbotk] 2813 0.07 0.0000000000 0 0.1994186
## INFO [12:38:46.963] [bbotk] 2814 0.32 0.3336248690 10 0.3377948
## INFO [12:38:46.963] [bbotk] 2815 0.00 0.0602038207 2 0.1735886
## INFO [12:38:46.963] [bbotk] 2816 0.12 0.1570388299 5 0.2399967
## INFO [12:38:46.963] [bbotk] 2817 0.07 0.0847586948 4 0.2744199
## INFO [12:38:46.963] [bbotk] 2818 0.27 0.0887674250 3 0.2100796
## INFO [12:38:46.963] [bbotk] 2819 0.02 0.1006701729 5 0.2936173
## INFO [12:38:46.963] [bbotk] 2820 0.02 0.2212818598 6 0.2936666
## INFO [12:38:47.217] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:47.359] [bbotk] Result of batch 142:
## INFO [12:38:47.365] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:47.365] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:47.365] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 686.74200 1030.000
## INFO [12:38:47.365] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:47.365] [bbotk] FREE 1 5 4 5 935.3438 0.7700000 28.91199 1030.000
## INFO [12:38:47.365] [bbotk] FREE 9 3 4 5 953.9565 0.7700000 787.24394 1259.751
## INFO [12:38:47.365] [bbotk] FREE 1 5 5 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:47.365] [bbotk] MEDLEY 1 7 7 9 902.0000 0.7700966 797.43926 1030.000
## INFO [12:38:47.365] [bbotk] FREE 6 8 10 5 901.9284 0.7700000 467.87000 1030.000
## INFO [12:38:47.365] [bbotk] FREE 1 7 4 3 923.3300 0.7700000 467.87000 1030.000
## INFO [12:38:47.365] [bbotk] FREE 6 5 4 5 899.8286 0.7700000 467.87000 1361.521
## INFO [12:38:47.365] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:47.365] [bbotk] FREE 1 7 4 5 902.0000 0.7778356 467.87000 1639.573
## INFO [12:38:47.365] [bbotk] FREE 10 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:47.365] [bbotk] FREE 2 7 4 5 902.0000 0.7700000 488.94379 1030.000
## INFO [12:38:47.365] [bbotk] FLY 1 5 2 5 941.9747 0.7700000 890.57030 1216.311
## INFO [12:38:47.365] [bbotk] MEDLEY 1 7 2 5 902.0000 0.7700000 467.87000 1610.016
## INFO [12:38:47.365] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.87000 1874.991
## INFO [12:38:47.365] [bbotk] FREE 1 7 4 5 902.0000 0.8146706 185.14494 1030.000
## INFO [12:38:47.365] [bbotk] FREE 1 2 5 5 902.0000 0.7700000 467.87000 1423.214
## INFO [12:38:47.365] [bbotk] FREE 1 7 4 2 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:47.365] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:47.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 32.52483 29.61000 30.24000 26.98839 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 30.19677 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 35.36366 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.46244 29.61000 30.24000 27.73070 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.45291 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.46251 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 27.13358 23.51791 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 29.61000 26.25423 23.44732 142 NA
## INFO [12:38:47.365] [bbotk] 29.46840 29.61000 39.29563 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 31.22437 30.24000 26.18812 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 31.27698 24.19233 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.24188 29.61000 30.24000 26.85000 142 NA
## INFO [12:38:47.365] [bbotk] 29.47842 24.19147 30.24000 29.94167 142 NA
## INFO [12:38:47.365] [bbotk] 29.43990 29.61000 30.24000 22.02456 142 NA
## INFO [12:38:47.365] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:47.365] [bbotk] 2821 0.02 0.05882353 1 0.1749689
## INFO [12:38:47.365] [bbotk] 2822 0.12 0.08651601 4 0.2203153
## INFO [12:38:47.365] [bbotk] 2823 0.02 0.05882353 1 0.1749689
## INFO [12:38:47.365] [bbotk] 2824 0.02 0.10171393 4 0.1873544
## INFO [12:38:47.365] [bbotk] 2825 0.00 0.16969601 5 0.2978256
## INFO [12:38:47.365] [bbotk] 2826 0.17 0.14273275 3 0.1656808
## INFO [12:38:47.365] [bbotk] 2827 0.07 0.19687941 5 0.3298418
## INFO [12:38:47.365] [bbotk] 2828 0.12 0.18183141 6 0.2636030
## INFO [12:38:47.365] [bbotk] 2829 0.22 0.06638200 2 0.2383348
## INFO [12:38:47.365] [bbotk] 2830 0.00 0.13843834 4 0.2440752
## INFO [12:38:47.365] [bbotk] 2831 0.00 0.05968831 2 0.1741041
## INFO [12:38:47.365] [bbotk] 2832 0.02 0.03899882 3 0.2384175
## INFO [12:38:47.365] [bbotk] 2833 0.17 0.14990922 4 0.2660546
## INFO [12:38:47.365] [bbotk] 2834 0.22 0.08966793 4 0.2854920
## INFO [12:38:47.365] [bbotk] 2835 0.17 0.25718619 8 0.2865736
## INFO [12:38:47.365] [bbotk] 2836 0.02 0.16226684 5 0.2491346
## INFO [12:38:47.365] [bbotk] 2837 0.12 0.13516212 4 0.2584161
## INFO [12:38:47.365] [bbotk] 2838 0.12 0.02479352 2 0.2241144
## INFO [12:38:47.365] [bbotk] 2839 0.22 0.17893221 6 0.1419322
## INFO [12:38:47.365] [bbotk] 2840 0.27 0.08391640 3 0.2141933
## INFO [12:38:47.603] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:47.748] [bbotk] Result of batch 143:
## INFO [12:38:47.754] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:47.754] [bbotk] FREE 1 7 4 5 992.1962 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 6 2 4 4 991.2111 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FLY 1 5 5 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 5 8 5 902.0000 0.7700000 284.5700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 4 4 0 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 5 4 5 890.7768 0.7700000 769.3985 1030.000
## INFO [12:38:47.754] [bbotk] BACK 1 2 9 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 7 4 5 938.2732 0.7736577 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 3 5 3 5 902.0000 0.7700000 645.1799 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 7 11 5 914.0290 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 1 5 5 5 902.0000 0.8065676 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 7 5 1 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] FREE 12 7 4 5 902.0000 0.7700000 594.0784 1510.740
## INFO [12:38:47.754] [bbotk] BREAST 8 2 4 5 902.0000 0.7700000 467.8700 1818.954
## INFO [12:38:47.754] [bbotk] BREAST 1 7 4 5 1017.0711 0.7946119 467.8700 1030.000
## INFO [12:38:47.754] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:47.754] [bbotk] 27.49286 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 29.61000 30.24000 23.12110 143 NA
## INFO [12:38:47.754] [bbotk] 29.39221 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 25.52909 35.87578 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.47606 30.83232 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 34.10257 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 22.48028 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.46251 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.39920 29.61000 26.60689 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 27.57467 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 34.28221 35.55564 30.30381 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 29.24188 29.61000 30.24000 26.85000 143 NA
## INFO [12:38:47.754] [bbotk] 22.88365 29.61000 30.24000 25.30162 143 NA
## INFO [12:38:47.754] [bbotk] 29.46753 29.61000 30.24000 30.15503 143 NA
## INFO [12:38:47.754] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:47.754] [bbotk] 2841 0.02 0.03912887 2 0.2353080
## INFO [12:38:47.754] [bbotk] 2842 0.02 0.05882353 1 0.1749689
## INFO [12:38:47.754] [bbotk] 2843 0.12 0.20808332 4 0.2555264
## INFO [12:38:47.754] [bbotk] 2844 0.17 0.25405778 5 0.2184241
## INFO [12:38:47.754] [bbotk] 2845 0.00 0.05943957 2 0.1743528
## INFO [12:38:47.754] [bbotk] 2846 0.02 0.12898926 3 0.2106631
## INFO [12:38:47.754] [bbotk] 2847 0.12 0.09220689 3 0.1971359
## INFO [12:38:47.754] [bbotk] 2848 0.02 0.05882353 1 0.1749689
## INFO [12:38:47.754] [bbotk] 2849 0.07 0.11764706 2 0.2331230
## INFO [12:38:47.754] [bbotk] 2850 0.02 0.08715782 5 0.1876597
## INFO [12:38:47.754] [bbotk] 2851 0.22 0.20523377 5 0.2253469
## INFO [12:38:47.754] [bbotk] 2852 0.07 0.04115884 3 0.2373380
## INFO [12:38:47.754] [bbotk] 2853 0.00 0.18834623 5 0.2701178
## INFO [12:38:47.754] [bbotk] 2854 0.02 0.06308611 2 0.2008463
## INFO [12:38:47.754] [bbotk] 2855 0.32 0.07078771 3 0.1508768
## INFO [12:38:47.754] [bbotk] 2856 0.27 0.13151441 4 0.1442071
## INFO [12:38:47.754] [bbotk] 2857 0.37 0.22037852 6 0.3021501
## INFO [12:38:47.754] [bbotk] 2858 0.02 0.09566675 3 0.2950854
## INFO [12:38:47.754] [bbotk] 2859 0.37 0.25796445 6 0.3218763
## INFO [12:38:47.754] [bbotk] 2860 0.07 0.12117692 5 0.2674878
## INFO [12:38:47.997] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:48.161] [bbotk] Result of batch 144:
## INFO [12:38:48.167] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:48.167] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FLY 1 5 4 5 902.0000 0.7882257 467.87000 1745.790
## INFO [12:38:48.167] [bbotk] FREE 4 5 4 5 902.0000 0.7700000 467.87000 1089.132
## INFO [12:38:48.167] [bbotk] FREE 1 7 9 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 48.60478 1604.369
## INFO [12:38:48.167] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 917.29783 1098.268
## INFO [12:38:48.167] [bbotk] FREE 1 5 10 5 921.0748 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] BREAST 1 5 4 5 902.0000 0.7700000 439.16486 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 7 5 4 8 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 8 4 5 902.0000 0.7620130 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 7 4 5 902.0000 0.7271550 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 7 2 3 1019.6906 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 4 7 4 5 1002.3704 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] FREE 1 7 4 5 977.3924 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] MEDLEY 1 6 4 5 865.0172 0.7700000 467.87000 1030.000
## INFO [12:38:48.167] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:48.167] [bbotk] 29.50924 29.61000 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.46076 29.61000 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 26.12874 26.92817 37.66009 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.24188 29.61000 26.31418 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.39920 24.09893 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.56952 29.61000 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.24188 29.61000 30.24000 27.09921 144 NA
## INFO [12:38:48.167] [bbotk] 29.46251 34.45181 38.28077 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.24188 29.61000 33.24763 27.40478 144 NA
## INFO [12:38:48.167] [bbotk] 32.29808 28.86788 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.46166 29.61000 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.24188 27.15237 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.39221 29.61000 30.24000 25.61664 144 NA
## INFO [12:38:48.167] [bbotk] 29.40573 29.61000 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.24188 29.61000 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.24188 36.00618 26.70983 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.40291 26.89270 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.24188 29.61000 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.65534 27.33857 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] 29.24188 29.61000 30.24000 26.85000 144 NA
## INFO [12:38:48.167] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:48.167] [bbotk] 2861 0.00 0.059919136 2 0.1738733
## INFO [12:38:48.167] [bbotk] 2862 0.00 0.059720488 2 0.1740719
## INFO [12:38:48.167] [bbotk] 2863 0.27 0.210128859 7 0.2961623
## INFO [12:38:48.167] [bbotk] 2864 0.07 0.133449738 4 0.2424527
## INFO [12:38:48.167] [bbotk] 2865 0.12 0.080838026 3 0.2203086
## INFO [12:38:48.167] [bbotk] 2866 0.02 0.001342612 1 0.2007612
## INFO [12:38:48.167] [bbotk] 2867 0.17 0.061885568 3 0.2612064
## INFO [12:38:48.167] [bbotk] 2868 0.22 0.103554593 4 0.2365170
## INFO [12:38:48.167] [bbotk] 2869 0.02 0.044094943 4 0.2435136
## INFO [12:38:48.167] [bbotk] 2870 0.02 0.139807665 5 0.2097883
## INFO [12:38:48.167] [bbotk] 2871 0.12 0.120323883 4 0.2346680
## INFO [12:38:48.167] [bbotk] 2872 0.22 0.068353283 2 0.1998809
## INFO [12:38:48.167] [bbotk] 2873 0.02 0.183292847 5 0.2653062
## INFO [12:38:48.167] [bbotk] 2874 0.00 0.059494976 2 0.1742974
## INFO [12:38:48.167] [bbotk] 2875 0.22 0.060128587 2 0.1981136
## INFO [12:38:48.167] [bbotk] 2876 0.37 0.042801572 3 0.2274659
## INFO [12:38:48.167] [bbotk] 2877 0.32 0.170548290 5 0.2969717
## INFO [12:38:48.167] [bbotk] 2878 0.02 0.094390649 2 0.2909744
## INFO [12:38:48.167] [bbotk] 2879 0.12 0.037217979 3 0.2326772
## INFO [12:38:48.167] [bbotk] 2880 0.32 0.130752219 3 0.2637146
## INFO [12:38:48.373] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:48.537] [bbotk] Result of batch 145:
## INFO [12:38:48.543] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:48.543] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 4 4 5 902.0000 0.8004045 386.7279 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] MEDLEY 12 8 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 4 3 4 5 902.0000 0.7755290 104.4236 1882.133
## INFO [12:38:48.543] [bbotk] FREE 1 5 4 5 902.0000 0.7680470 467.8700 1821.127
## INFO [12:38:48.543] [bbotk] FREE 1 7 4 5 895.4923 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 5 4 5 935.3643 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 7 4 1 902.0000 0.8019433 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 6 4 5 890.6042 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 7 11 5 886.3534 0.7502109 945.2321 1054.107
## INFO [12:38:48.543] [bbotk] FREE 1 5 4 5 902.0000 0.7773966 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 7 4 5 897.1787 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 5 4 5 889.3883 0.7644104 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 7 8 5 1018.5998 0.7700000 192.1249 1432.479
## INFO [12:38:48.543] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.543] [bbotk] FREE 9 7 4 5 902.0000 0.7553339 887.1142 1105.285
## INFO [12:38:48.543] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:48.543] [bbotk] 29.46166 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.43990 22.76938 32.87422 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.39221 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.46244 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.24188 29.61000 30.24000 22.64494 145 NA
## INFO [12:38:48.543] [bbotk] 29.47323 29.61000 30.24000 21.98584 145 NA
## INFO [12:38:48.543] [bbotk] 29.24188 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.24188 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.50666 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.40573 29.61000 27.33269 32.05152 145 NA
## INFO [12:38:48.543] [bbotk] 30.09769 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.24188 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.48635 29.61000 40.22858 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 25.33608 29.61000 30.24000 23.71036 145 NA
## INFO [12:38:48.543] [bbotk] 29.43181 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.84412 29.61000 28.55948 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.24188 29.61000 30.24000 26.50893 145 NA
## INFO [12:38:48.543] [bbotk] 29.24188 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.61587 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] 29.47488 29.61000 30.24000 26.85000 145 NA
## INFO [12:38:48.543] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:48.543] [bbotk] 2881 0.02 0.0009006126 1 0.2003192
## INFO [12:38:48.543] [bbotk] 2882 0.22 0.1043565996 6 0.2437294
## INFO [12:38:48.543] [bbotk] 2883 0.00 0.0594395658 2 0.1743528
## INFO [12:38:48.543] [bbotk] 2884 0.22 0.1773744019 4 0.3179695
## INFO [12:38:48.543] [bbotk] 2885 0.32 0.2136629654 6 0.2891271
## INFO [12:38:48.543] [bbotk] 2886 0.12 0.1323460269 5 0.2360868
## INFO [12:38:48.543] [bbotk] 2887 0.07 0.0023060747 1 0.2017247
## INFO [12:38:48.543] [bbotk] 2888 0.00 0.0706464546 2 0.1641129
## INFO [12:38:48.543] [bbotk] 2889 0.02 0.0010850407 1 0.2005037
## INFO [12:38:48.543] [bbotk] 2890 0.07 0.0999464496 5 0.2445947
## INFO [12:38:48.543] [bbotk] 2891 0.22 0.0663686414 3 0.1993310
## INFO [12:38:48.543] [bbotk] 2892 0.02 0.0588235294 1 0.1749689
## INFO [12:38:48.543] [bbotk] 2893 0.12 0.1307183295 7 0.2648464
## INFO [12:38:48.543] [bbotk] 2894 0.12 0.0918356734 4 0.2055639
## INFO [12:38:48.543] [bbotk] 2895 0.02 0.0024867722 2 0.2019054
## INFO [12:38:48.543] [bbotk] 2896 0.12 0.0719097201 5 0.1831194
## INFO [12:38:48.543] [bbotk] 2897 0.00 0.1432276505 5 0.2789780
## INFO [12:38:48.543] [bbotk] 2898 0.07 0.0000000000 0 0.1994186
## INFO [12:38:48.543] [bbotk] 2899 0.02 0.0015325442 1 0.2009512
## INFO [12:38:48.543] [bbotk] 2900 0.02 0.0926633856 5 0.2872892
## INFO [12:38:48.787] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:48.938] [bbotk] Result of batch 146:
## INFO [12:38:48.953] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:48.953] [bbotk] BACK 1 7 4 6 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 7 1 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 7 5 5 0 902.0000 0.7700000 467.8700 1242.147
## INFO [12:38:48.953] [bbotk] FREE 1 7 4 5 930.8048 0.7700000 467.8700 1201.284
## INFO [12:38:48.953] [bbotk] FREE 1 0 4 7 928.2440 0.7700000 467.8700 1403.895
## INFO [12:38:48.953] [bbotk] FREE 7 7 4 9 902.0000 0.7283338 324.6617 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 7 9 5 910.3447 0.7926799 327.9888 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 7 4 5 902.0000 0.7900387 677.4877 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1808.399
## INFO [12:38:48.953] [bbotk] FREE 2 5 4 2 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 1 4 1 958.2179 0.7700000 528.6275 1885.320
## INFO [12:38:48.953] [bbotk] FREE 11 7 4 5 903.5582 0.7700000 467.8700 1001.023
## INFO [12:38:48.953] [bbotk] FREE 1 7 12 6 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 7 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 5 4 5 1009.8988 0.7797583 932.9047 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] FREE 1 5 4 5 931.8156 0.7561830 467.8700 1030.000
## INFO [12:38:48.953] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:48.953] [bbotk] 28.42537 33.37035 37.11762 30.46380 146 NA
## INFO [12:38:48.953] [bbotk] 29.46265 27.89662 30.24000 27.25909 146 NA
## INFO [12:38:48.953] [bbotk] 29.24188 26.69339 23.41930 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.40444 35.68331 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.24188 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 21.99477 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.24188 34.25366 32.84987 29.15251 146 NA
## INFO [12:38:48.953] [bbotk] 29.51011 31.74574 30.24000 31.91591 146 NA
## INFO [12:38:48.953] [bbotk] 32.68981 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.01491 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.58175 34.68830 22.60157 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.34963 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.24188 29.61000 30.24000 24.57456 146 NA
## INFO [12:38:48.953] [bbotk] 29.24188 23.31877 29.93962 29.67891 146 NA
## INFO [12:38:48.953] [bbotk] 29.45258 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 25.53075 21.60901 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.43990 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.56952 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.50957 29.61000 30.24000 26.85000 146 NA
## INFO [12:38:48.953] [bbotk] 29.24188 29.61000 30.24000 29.22743 146 NA
## INFO [12:38:48.953] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:48.953] [bbotk] 2901 0.37 0.175186868 6 0.2457107
## INFO [12:38:48.953] [bbotk] 2902 0.32 0.127254073 5 0.2546647
## INFO [12:38:48.953] [bbotk] 2903 0.42 0.280666926 7 0.2401027
## INFO [12:38:48.953] [bbotk] 2904 0.22 0.044767855 4 0.2314925
## INFO [12:38:48.953] [bbotk] 2905 0.12 0.149527757 4 0.2776573
## INFO [12:38:48.953] [bbotk] 2906 0.17 0.163013681 5 0.3444742
## INFO [12:38:48.953] [bbotk] 2907 0.42 0.111865868 7 0.2495283
## INFO [12:38:48.953] [bbotk] 2908 0.12 0.051117173 5 0.2362326
## INFO [12:38:48.953] [bbotk] 2909 0.02 0.119962809 3 0.2080304
## INFO [12:38:48.953] [bbotk] 2910 0.22 0.177400631 4 0.2516285
## INFO [12:38:48.953] [bbotk] 2911 0.37 0.237867046 8 0.3185298
## INFO [12:38:48.953] [bbotk] 2912 0.07 0.061567298 4 0.2598816
## INFO [12:38:48.953] [bbotk] 2913 0.17 0.129096952 3 0.2032358
## INFO [12:38:48.953] [bbotk] 2914 0.12 0.098389368 4 0.2361775
## INFO [12:38:48.953] [bbotk] 2915 0.00 0.059686949 2 0.1741055
## INFO [12:38:48.953] [bbotk] 2916 0.12 0.173660359 6 0.2596930
## INFO [12:38:48.953] [bbotk] 2917 0.00 0.059634999 2 0.1741574
## INFO [12:38:48.953] [bbotk] 2918 0.02 0.001342612 1 0.2007612
## INFO [12:38:48.953] [bbotk] 2919 0.00 0.059920495 2 0.1738719
## INFO [12:38:48.953] [bbotk] 2920 0.00 0.083609723 4 0.1546981
## INFO [12:38:49.184] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:49.327] [bbotk] Result of batch 147:
## INFO [12:38:49.333] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:49.333] [bbotk] FREE 12 7 11 5 902.0000 0.7700000 491.19075 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 6 4 5 975.2450 0.7668017 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 4 5 952.1577 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 4 4 902.0000 0.7700000 76.18031 1189.459
## INFO [12:38:49.333] [bbotk] BREAST 1 5 4 5 876.7081 0.7652628 467.87000 1661.799
## INFO [12:38:49.333] [bbotk] FREE 1 4 5 5 966.8249 0.7700000 245.54803 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 7 4 5 902.0000 0.7303433 181.38016 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 6 3 902.0000 0.7700000 247.70526 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 0 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 4 3 902.0000 0.7700000 779.30532 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 5 10 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] BACK 1 1 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:49.333] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:49.333] [bbotk] 29.47063 36.13921 30.24000 28.96909 147 NA
## INFO [12:38:49.333] [bbotk] 29.24188 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.46251 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.45258 29.24435 30.08658 32.86339 147 NA
## INFO [12:38:49.333] [bbotk] 29.55554 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.24188 22.81277 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.56952 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.43990 35.92638 34.34824 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.24188 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 34.55293 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.46244 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 26.06722 29.61000 33.59548 29.22743 147 NA
## INFO [12:38:49.333] [bbotk] 29.24188 29.61000 30.24000 22.21190 147 NA
## INFO [12:38:49.333] [bbotk] 29.45291 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.49759 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 26.45489 29.61000 33.39837 23.13761 147 NA
## INFO [12:38:49.333] [bbotk] 23.41576 29.61000 30.24000 32.49860 147 NA
## INFO [12:38:49.333] [bbotk] 25.22362 29.61000 35.84417 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.24188 29.61000 30.24000 26.85000 147 NA
## INFO [12:38:49.333] [bbotk] 29.24188 29.61000 30.24000 29.41950 147 NA
## INFO [12:38:49.333] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:49.333] [bbotk] 2921 0.22 0.1560084747 6 0.2966036
## INFO [12:38:49.333] [bbotk] 2922 0.02 0.0588235294 1 0.1749689
## INFO [12:38:49.333] [bbotk] 2923 0.00 0.0597276213 2 0.1740648
## INFO [12:38:49.333] [bbotk] 2924 0.00 0.1183195218 7 0.2389685
## INFO [12:38:49.333] [bbotk] 2925 0.00 0.0601088580 2 0.1736836
## INFO [12:38:49.333] [bbotk] 2926 0.07 0.1029544554 3 0.1964209
## INFO [12:38:49.333] [bbotk] 2927 0.00 0.0601661413 2 0.1736263
## INFO [12:38:49.333] [bbotk] 2928 0.07 0.1896181580 7 0.2141822
## INFO [12:38:49.333] [bbotk] 2929 0.22 0.1655402551 5 0.2711771
## INFO [12:38:49.333] [bbotk] 2930 0.12 0.1761386057 5 0.1961540
## INFO [12:38:49.333] [bbotk] 2931 0.02 0.0009038137 1 0.2003224
## INFO [12:38:49.333] [bbotk] 2932 0.22 0.0596338576 5 0.2455904
## INFO [12:38:49.333] [bbotk] 2933 0.22 0.2134326238 5 0.2325732
## INFO [12:38:49.333] [bbotk] 2934 0.02 0.0008647775 1 0.2002834
## INFO [12:38:49.333] [bbotk] 2935 0.00 0.0598713994 2 0.1739210
## INFO [12:38:49.333] [bbotk] 2936 0.27 0.0987649003 4 0.2370432
## INFO [12:38:49.333] [bbotk] 2937 0.12 0.1892155770 5 0.2511996
## INFO [12:38:49.333] [bbotk] 2938 0.02 0.1515735858 4 0.2329405
## INFO [12:38:49.333] [bbotk] 2939 0.07 0.0000000000 0 0.1994186
## INFO [12:38:49.333] [bbotk] 2940 0.12 0.1305766691 3 0.2699500
## INFO [12:38:49.583] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:49.723] [bbotk] Result of batch 148:
## INFO [12:38:49.729] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:49.729] [bbotk] FREE 1 5 4 5 923.6223 0.7554051 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 7 7 4 5 912.6439 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] BACK 6 7 4 5 902.0000 0.8110386 317.6141 1030.000
## INFO [12:38:49.729] [bbotk] FREE 2 7 2 5 941.3690 0.7484037 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1511.252
## INFO [12:38:49.729] [bbotk] FREE 7 7 11 5 922.7836 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1785.464
## INFO [12:38:49.729] [bbotk] MEDLEY 1 5 4 4 937.8824 0.7828825 411.9643 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 6 4 8 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 240.6760 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 8 7 6 5 951.5503 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FLY 1 0 4 5 902.0000 0.7700000 467.8700 1678.503
## INFO [12:38:49.729] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 5 4 0 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 5 4 5 954.7014 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:49.729] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:49.729] [bbotk] 29.24188 29.61000 30.24000 28.68772 148 NA
## INFO [12:38:49.729] [bbotk] 31.57205 29.61000 28.65437 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.24188 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.55554 29.61000 27.88505 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.24188 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.66451 29.61000 30.00880 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.51628 32.62986 30.24000 22.07144 148 NA
## INFO [12:38:49.729] [bbotk] 29.24188 29.61000 30.24000 21.43797 148 NA
## INFO [12:38:49.729] [bbotk] 29.24188 29.66890 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.50846 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.24188 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.45291 29.61000 35.94198 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.24188 29.61000 38.43540 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.24008 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.24188 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 27.41813 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.46068 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.24188 29.61000 30.24000 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 26.94339 29.61000 36.20845 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] 29.56952 32.82686 29.64413 26.85000 148 NA
## INFO [12:38:49.729] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:49.729] [bbotk] 2941 0.02 0.0781176685 4 0.1604443
## INFO [12:38:49.729] [bbotk] 2942 0.12 0.0770840715 4 0.2719854
## INFO [12:38:49.729] [bbotk] 2943 0.12 0.1336502277 4 0.3329711
## INFO [12:38:49.729] [bbotk] 2944 0.00 0.1437491478 6 0.2727693
## INFO [12:38:49.729] [bbotk] 2945 0.02 0.0290646227 1 0.2284833
## INFO [12:38:49.729] [bbotk] 2946 0.00 0.1274640921 5 0.2637837
## INFO [12:38:49.729] [bbotk] 2947 0.22 0.0825051476 4 0.2800116
## INFO [12:38:49.729] [bbotk] 2948 0.17 0.2219832112 7 0.2292870
## INFO [12:38:49.729] [bbotk] 2949 0.17 0.1178754471 3 0.1920143
## INFO [12:38:49.729] [bbotk] 2950 0.00 0.0599159142 2 0.1738765
## INFO [12:38:49.729] [bbotk] 2951 0.02 0.0728817967 2 0.1890272
## INFO [12:38:49.729] [bbotk] 2952 0.02 0.0186301646 2 0.2180488
## INFO [12:38:49.729] [bbotk] 2953 0.07 0.1607396376 4 0.2984999
## INFO [12:38:49.729] [bbotk] 2954 0.22 0.1568199564 4 0.2550998
## INFO [12:38:49.729] [bbotk] 2955 0.07 0.0000000000 0 0.1994186
## INFO [12:38:49.729] [bbotk] 2956 0.07 0.1251203497 3 0.2074513
## INFO [12:38:49.729] [bbotk] 2957 0.02 0.0008966184 1 0.2003153
## INFO [12:38:49.729] [bbotk] 2958 0.00 0.0774987390 2 0.1709651
## INFO [12:38:49.729] [bbotk] 2959 0.02 0.0868378471 3 0.2270283
## INFO [12:38:49.729] [bbotk] 2960 0.17 0.0156729151 3 0.2134091
## INFO [12:38:49.965] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:50.104] [bbotk] Result of batch 149:
## INFO [12:38:50.110] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:50.110] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] MEDLEY 1 7 6 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 5 4 0 902.0000 0.7794597 137.8462 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 5 4 5 898.7215 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 7 4 5 937.4595 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 7 2 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 4 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 7 9 5 902.0000 0.7906466 467.8700 1088.876
## INFO [12:38:50.110] [bbotk] FREE 1 5 4 5 902.0000 0.7601806 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 9 5 3 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 5 4 0 902.0000 0.7856942 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 0 9 0 902.0000 0.7540290 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] FREE 7 5 4 5 910.9534 0.7700000 430.1007 1030.000
## INFO [12:38:50.110] [bbotk] FREE 1 1 6 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.110] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:50.110] [bbotk] 29.46244 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.49759 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.07963 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.40427 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.47842 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.24188 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.24188 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.78193 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.24188 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.38230 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.24188 27.90927 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.24188 27.79528 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.50846 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 23.83195 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.49902 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 33.09519 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.46166 29.61000 25.94824 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 34.30731 26.25036 30.24000 29.91864 149 NA
## INFO [12:38:50.110] [bbotk] 29.45291 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] 29.24188 29.61000 30.24000 26.85000 149 NA
## INFO [12:38:50.110] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:50.110] [bbotk] 2961 0.00 0.0597273431 2 0.1740651
## INFO [12:38:50.110] [bbotk] 2962 0.00 0.0598713994 2 0.1739210
## INFO [12:38:50.110] [bbotk] 2963 0.12 0.1771354185 4 0.2912817
## INFO [12:38:50.110] [bbotk] 2964 0.02 0.0006654603 1 0.2000841
## INFO [12:38:50.110] [bbotk] 2965 0.00 0.0597928377 2 0.1739996
## INFO [12:38:50.110] [bbotk] 2966 0.02 0.1396139164 4 0.2199101
## INFO [12:38:50.110] [bbotk] 2967 0.02 0.0599852960 2 0.1761307
## INFO [12:38:50.110] [bbotk] 2968 0.00 0.0147784042 2 0.2113622
## INFO [12:38:50.110] [bbotk] 2969 0.07 0.0000000000 0 0.1994186
## INFO [12:38:50.110] [bbotk] 2970 0.02 0.0005754443 1 0.1999941
## INFO [12:38:50.110] [bbotk] 2971 0.22 0.0654183181 2 0.2048889
## INFO [12:38:50.110] [bbotk] 2972 0.12 0.1246838701 3 0.2408292
## INFO [12:38:50.110] [bbotk] 2973 0.00 0.0599159142 2 0.1738765
## INFO [12:38:50.110] [bbotk] 2974 0.02 0.0879215423 4 0.2281120
## INFO [12:38:50.110] [bbotk] 2975 0.00 0.0614817398 3 0.1755196
## INFO [12:38:50.110] [bbotk] 2976 0.02 0.1922605803 4 0.2740322
## INFO [12:38:50.110] [bbotk] 2977 0.07 0.1344837283 5 0.2088418
## INFO [12:38:50.110] [bbotk] 2978 0.22 0.2283058503 7 0.2904568
## INFO [12:38:50.110] [bbotk] 2979 0.00 0.1240216289 5 0.2320920
## INFO [12:38:50.110] [bbotk] 2980 0.22 0.1176470588 2 0.1994186
## INFO [12:38:50.364] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:50.505] [bbotk] Result of batch 150:
## INFO [12:38:50.511] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:50.511] [bbotk] FREE 6 7 4 5 926.1878 0.7700000 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] FREE 1 5 9 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] FREE 8 7 4 5 945.4510 0.7700000 288.22011 1030.000
## INFO [12:38:50.511] [bbotk] FREE 12 5 4 5 1001.8849 0.7700000 595.60250 1030.000
## INFO [12:38:50.511] [bbotk] FREE 1 7 4 5 902.0000 0.7757442 39.03586 1355.363
## INFO [12:38:50.511] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] FREE 4 7 4 5 931.8156 0.7561830 467.87000 1119.813
## INFO [12:38:50.511] [bbotk] FLY 1 7 4 5 902.0000 0.7443382 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] FLY 1 5 4 5 902.0000 0.7700000 935.95976 1030.000
## INFO [12:38:50.511] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] FREE 5 2 4 5 902.0000 0.7700000 682.36585 1030.000
## INFO [12:38:50.511] [bbotk] FREE 1 3 3 5 902.0000 0.7700000 97.36175 1311.536
## INFO [12:38:50.511] [bbotk] FREE 1 7 4 7 902.0000 0.7849563 718.79848 1030.000
## INFO [12:38:50.511] [bbotk] FREE 1 7 4 5 902.0000 0.7832811 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] BREAST 1 5 4 9 947.6667 0.7700000 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] FREE 4 7 11 1 902.0000 0.7700000 457.06149 1371.290
## INFO [12:38:50.511] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1310.730
## INFO [12:38:50.511] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:50.511] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:50.511] [bbotk] 29.24188 28.62045 23.40096 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.43657 28.76613 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.45291 29.61000 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 22.72042 29.61000 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.50846 29.61000 30.24000 30.57934 150 NA
## INFO [12:38:50.511] [bbotk] 29.50846 29.61000 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.65534 29.61000 32.27799 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.24188 29.61000 28.19925 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.49759 27.40253 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.46244 29.61000 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.24188 29.61000 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.82214 29.61000 30.24000 22.97200 150 NA
## INFO [12:38:50.511] [bbotk] 21.64113 29.61000 32.21593 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.24188 34.33327 30.24000 27.45420 150 NA
## INFO [12:38:50.511] [bbotk] 29.24188 30.28588 30.24000 23.00954 150 NA
## INFO [12:38:50.511] [bbotk] 29.24188 29.61000 32.96562 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.49201 29.61000 29.13912 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.43478 22.25650 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.24188 29.61000 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] 29.24188 29.61000 30.24000 26.85000 150 NA
## INFO [12:38:50.511] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:50.511] [bbotk] 2981 0.37 0.09253985 4 0.2863166
## INFO [12:38:50.511] [bbotk] 2982 0.02 0.12171708 4 0.2023641
## INFO [12:38:50.511] [bbotk] 2983 0.00 0.05968831 2 0.1741041
## INFO [12:38:50.511] [bbotk] 2984 0.07 0.11206053 4 0.3081419
## INFO [12:38:50.511] [bbotk] 2985 0.00 0.18080420 6 0.2436876
## INFO [12:38:50.511] [bbotk] 2986 0.17 0.04821622 4 0.2475371
## INFO [12:38:50.511] [bbotk] 2987 0.00 0.01938664 3 0.2158952
## INFO [12:38:50.511] [bbotk] 2988 0.02 0.08342902 5 0.2738150
## INFO [12:38:50.511] [bbotk] 2989 0.27 0.07262425 4 0.2625322
## INFO [12:38:50.511] [bbotk] 2990 0.17 0.14751525 4 0.2576082
## INFO [12:38:50.511] [bbotk] 2991 0.02 0.05882353 1 0.1749689
## INFO [12:38:50.511] [bbotk] 2992 0.27 0.15281131 5 0.2326707
## INFO [12:38:50.511] [bbotk] 2993 0.17 0.19487877 6 0.2689260
## INFO [12:38:50.511] [bbotk] 2994 0.37 0.09814964 5 0.2512636
## INFO [12:38:50.511] [bbotk] 2995 0.17 0.02411591 3 0.2216224
## INFO [12:38:50.511] [bbotk] 2996 0.17 0.20114507 5 0.2735298
## INFO [12:38:50.511] [bbotk] 2997 0.02 0.20220616 7 0.3312660
## INFO [12:38:50.511] [bbotk] 2998 0.17 0.04625893 3 0.2445531
## INFO [12:38:50.511] [bbotk] 2999 0.02 0.05882353 1 0.1749689
## INFO [12:38:50.511] [bbotk] 3000 0.02 0.05882353 1 0.1749689
## INFO [12:38:50.750] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:50.896] [bbotk] Result of batch 151:
## INFO [12:38:50.902] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:50.902] [bbotk] BACK 2 4 9 5 902.0000 0.7700000 467.8700 1590.736
## INFO [12:38:50.902] [bbotk] MEDLEY 7 2 4 2 902.0000 0.7700000 467.8700 1067.932
## INFO [12:38:50.902] [bbotk] FREE 1 5 8 8 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FLY 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 1 5 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 5 7 4 5 927.0942 0.7700000 467.8700 1227.732
## INFO [12:38:50.902] [bbotk] FREE 1 7 4 5 862.6436 0.7723434 467.8700 1156.711
## INFO [12:38:50.902] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 1 7 3 6 1014.1148 0.7252174 310.1149 1858.464
## INFO [12:38:50.902] [bbotk] FREE 1 5 4 5 859.4763 0.7842620 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 5 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 3 7 3 4 869.1944 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 1 7 3 5 1009.7261 0.7700000 467.8700 1798.224
## INFO [12:38:50.902] [bbotk] FLY 1 7 4 5 902.0000 0.7700000 467.8700 1115.114
## INFO [12:38:50.902] [bbotk] FREE 1 7 4 5 902.0000 0.7734056 467.8700 1026.163
## INFO [12:38:50.902] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 8 9 11 5 966.7527 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] FREE 1 5 9 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:50.902] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:50.902] [bbotk] 24.59063 29.09264 35.41156 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 30.57776 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 29.24188 29.61000 30.24000 22.30813 151 NA
## INFO [12:38:50.902] [bbotk] 22.73708 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 29.45456 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 29.49759 33.42173 30.24000 23.21910 151 NA
## INFO [12:38:50.902] [bbotk] 29.24188 26.99031 30.24000 22.75017 151 NA
## INFO [12:38:50.902] [bbotk] 29.24188 29.61000 30.24000 30.58327 151 NA
## INFO [12:38:50.902] [bbotk] 29.65534 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 29.50846 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 27.64286 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 34.16443 29.61000 30.24000 30.15735 151 NA
## INFO [12:38:50.902] [bbotk] 29.56952 29.61000 30.24000 23.18148 151 NA
## INFO [12:38:50.902] [bbotk] 29.45291 29.61000 30.24000 22.88845 151 NA
## INFO [12:38:50.902] [bbotk] 29.65534 25.47419 22.25572 31.01835 151 NA
## INFO [12:38:50.902] [bbotk] 29.45258 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 29.24188 29.61000 30.24000 22.03542 151 NA
## INFO [12:38:50.902] [bbotk] 29.24188 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 29.24188 29.61000 30.24000 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] 35.36185 29.61000 31.11116 26.85000 151 NA
## INFO [12:38:50.902] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:50.902] [bbotk] 3001 0.12 0.306337694 8 0.3814672
## INFO [12:38:50.902] [bbotk] 3002 0.37 0.243059129 6 0.3157877
## INFO [12:38:50.902] [bbotk] 3003 0.12 0.199325050 4 0.2225149
## INFO [12:38:50.902] [bbotk] 3004 0.12 0.085478708 2 0.2844927
## INFO [12:38:50.902] [bbotk] 3005 0.00 0.118518576 3 0.1434193
## INFO [12:38:50.902] [bbotk] 3006 0.22 0.092922394 4 0.1921595
## INFO [12:38:50.902] [bbotk] 3007 0.32 0.110445988 5 0.3039931
## INFO [12:38:50.902] [bbotk] 3008 0.07 0.040767370 4 0.2391321
## INFO [12:38:50.902] [bbotk] 3009 0.02 0.001694279 1 0.2011129
## INFO [12:38:50.902] [bbotk] 3010 0.02 0.001092385 1 0.2005110
## INFO [12:38:50.902] [bbotk] 3011 0.07 0.231041331 7 0.2913112
## INFO [12:38:50.902] [bbotk] 3012 0.07 0.113036501 5 0.1841913
## INFO [12:38:50.902] [bbotk] 3013 0.12 0.137449489 4 0.2509096
## INFO [12:38:50.902] [bbotk] 3014 0.12 0.208894623 6 0.2909080
## INFO [12:38:50.902] [bbotk] 3015 0.27 0.206975725 7 0.3177790
## INFO [12:38:50.902] [bbotk] 3016 0.12 0.064827285 3 0.2642459
## INFO [12:38:50.902] [bbotk] 3017 0.17 0.025014930 3 0.2225214
## INFO [12:38:50.902] [bbotk] 3018 0.02 0.058823529 1 0.1749689
## INFO [12:38:50.902] [bbotk] 3019 0.02 0.199416275 4 0.2783530
## INFO [12:38:50.902] [bbotk] 3020 0.12 0.145439558 4 0.2272111
## INFO [12:38:51.125] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:51.291] [bbotk] Result of batch 152:
## INFO [12:38:51.297] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:51.297] [bbotk] FREE 3 0 4 5 902.0000 0.7571837 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 5 4 9 906.2137 0.7381587 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 0 4 5 983.5959 0.7613153 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1251.193
## INFO [12:38:51.297] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 3 4 5 883.0200 0.7700000 467.8700 1880.414
## INFO [12:38:51.297] [bbotk] BREAST 11 5 4 0 860.5058 0.7700000 467.8700 1241.284
## INFO [12:38:51.297] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 184.7515 1415.455
## INFO [12:38:51.297] [bbotk] MEDLEY 1 7 4 6 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FLY 1 7 4 2 859.2324 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 7 4 8 902.0000 0.7783183 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 1 4 5 912.2352 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 7 3 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] BACK 1 5 4 7 886.1702 0.7786157 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] FREE 1 5 3 5 952.5652 0.7700000 467.8700 1030.000
## INFO [12:38:51.297] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:51.297] [bbotk] 29.47842 30.79733 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.50846 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.11923 33.64043 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 25.82014 29.61000 26.71911 29.22743 152 NA
## INFO [12:38:51.297] [bbotk] 24.33819 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.24188 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.39221 22.63315 30.90683 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 32.65923 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.46116 29.61000 30.24000 32.33561 152 NA
## INFO [12:38:51.297] [bbotk] 29.24188 29.61000 30.24000 26.18801 152 NA
## INFO [12:38:51.297] [bbotk] 29.41372 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 33.75917 21.65725 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.55554 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.24188 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.48681 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.24188 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 25.21390 32.48294 30.24000 29.90235 152 NA
## INFO [12:38:51.297] [bbotk] 29.24188 29.61000 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] 29.64400 29.61000 28.86664 32.98141 152 NA
## INFO [12:38:51.297] [bbotk] 29.24188 35.12974 30.24000 26.85000 152 NA
## INFO [12:38:51.297] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:51.297] [bbotk] 3021 0.22 0.125314564 5 0.2617213
## INFO [12:38:51.297] [bbotk] 3022 0.02 0.001092385 1 0.2005110
## INFO [12:38:51.297] [bbotk] 3023 0.12 0.140474139 6 0.2202068
## INFO [12:38:51.297] [bbotk] 3024 0.12 0.126111247 6 0.2544750
## INFO [12:38:51.297] [bbotk] 3025 0.07 0.033452882 2 0.2324669
## INFO [12:38:51.297] [bbotk] 3026 0.02 0.058823529 1 0.1749689
## INFO [12:38:51.297] [bbotk] 3027 0.27 0.146656169 6 0.2647587
## INFO [12:38:51.297] [bbotk] 3028 0.27 0.276761738 7 0.3604860
## INFO [12:38:51.297] [bbotk] 3029 0.07 0.069299760 4 0.2666332
## INFO [12:38:51.297] [bbotk] 3030 0.17 0.120978159 3 0.2366889
## INFO [12:38:51.297] [bbotk] 3031 0.00 0.059527718 2 0.1742647
## INFO [12:38:51.297] [bbotk] 3032 0.42 0.182150747 5 0.3142439
## INFO [12:38:51.297] [bbotk] 3033 0.02 0.001285329 1 0.2007040
## INFO [12:38:51.297] [bbotk] 3034 0.12 0.060182736 2 0.2024746
## INFO [12:38:51.297] [bbotk] 3035 0.17 0.063454161 3 0.2012144
## INFO [12:38:51.297] [bbotk] 3036 0.07 0.000000000 0 0.1994186
## INFO [12:38:51.297] [bbotk] 3037 0.12 0.101828738 4 0.2420192
## INFO [12:38:51.297] [bbotk] 3038 0.07 0.000000000 0 0.1994186
## INFO [12:38:51.297] [bbotk] 3039 0.17 0.220267541 8 0.2969389
## INFO [12:38:51.297] [bbotk] 3040 0.17 0.156968730 4 0.2293535
## INFO [12:38:51.535] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:51.695] [bbotk] Result of batch 153:
## INFO [12:38:51.701] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:51.701] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 1 5 4 6 957.5638 0.7700000 467.8700 986.2086
## INFO [12:38:51.701] [bbotk] FLY 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 10 6 4 3 902.0000 0.7700000 857.4912 1190.7168
## INFO [12:38:51.701] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 1 5 4 5 937.8963 0.7627797 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 7 7 8 5 902.0000 0.7700000 284.1709 1030.0000
## INFO [12:38:51.701] [bbotk] BREAST 9 7 7 7 871.5471 0.7700000 467.8700 1337.6951
## INFO [12:38:51.701] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 6 5 4 9 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 12 7 4 4 902.0000 0.7700000 467.8700 1795.6166
## INFO [12:38:51.701] [bbotk] FREE 1 7 1 5 902.0000 0.8020938 483.4128 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 1 5 2 5 910.1124 0.8140698 825.1194 1030.0000
## INFO [12:38:51.701] [bbotk] BACK 7 4 4 5 994.7929 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FLY 6 7 4 5 924.5923 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 1 3 4 2 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:51.701] [bbotk] FREE 1 5 8 5 902.0000 0.7700000 245.8723 1099.8632
## INFO [12:38:51.701] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:51.701] [bbotk] 29.24188 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 35.15366 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 34.18067 29.61000 30.24000 29.22743 153 NA
## INFO [12:38:51.701] [bbotk] 24.90299 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.65534 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 28.38225 29.61000 30.24000 24.18091 153 NA
## INFO [12:38:51.701] [bbotk] 23.11898 29.61000 30.24000 27.68592 153 NA
## INFO [12:38:51.701] [bbotk] 29.46166 36.50580 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.46279 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.24188 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.65534 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.24188 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.45258 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.24188 24.71944 30.24000 24.49047 153 NA
## INFO [12:38:51.701] [bbotk] 22.86332 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.37343 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.43968 29.61000 24.98319 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 29.24188 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] 22.17375 29.61000 30.24000 25.82191 153 NA
## INFO [12:38:51.701] [bbotk] 29.24188 29.61000 30.24000 26.85000 153 NA
## INFO [12:38:51.701] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:51.701] [bbotk] 3041 0.07 0.000000000 0 0.1994186
## INFO [12:38:51.701] [bbotk] 3042 0.17 0.164206467 5 0.2348017
## INFO [12:38:51.701] [bbotk] 3043 0.17 0.149848205 4 0.2244982
## INFO [12:38:51.701] [bbotk] 3044 0.22 0.228065570 6 0.3017844
## INFO [12:38:51.701] [bbotk] 3045 0.00 0.013036981 2 0.2096207
## INFO [12:38:51.701] [bbotk] 3046 0.17 0.089676736 5 0.1831431
## INFO [12:38:51.701] [bbotk] 3047 0.02 0.158310525 5 0.2984032
## INFO [12:38:51.701] [bbotk] 3048 0.37 0.292308170 8 0.3738258
## INFO [12:38:51.701] [bbotk] 3049 0.02 0.000905248 1 0.2003239
## INFO [12:38:51.701] [bbotk] 3050 0.02 0.058823529 1 0.1749689
## INFO [12:38:51.701] [bbotk] 3051 0.00 0.189507569 5 0.2618923
## INFO [12:38:51.701] [bbotk] 3052 0.07 0.000000000 0 0.1994186
## INFO [12:38:51.701] [bbotk] 3053 0.00 0.164748949 4 0.3072967
## INFO [12:38:51.701] [bbotk] 3054 0.37 0.095866128 5 0.2334246
## INFO [12:38:51.701] [bbotk] 3055 0.07 0.175966348 6 0.2427440
## INFO [12:38:51.701] [bbotk] 3056 0.00 0.209891620 5 0.3476519
## INFO [12:38:51.701] [bbotk] 3057 0.22 0.142841809 5 0.3377431
## INFO [12:38:51.701] [bbotk] 3058 0.02 0.058823529 1 0.1749689
## INFO [12:38:51.701] [bbotk] 3059 0.32 0.151783921 4 0.1636659
## INFO [12:38:51.701] [bbotk] 3060 0.00 0.135603091 4 0.2172769
## INFO [12:38:51.921] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:52.077] [bbotk] Result of batch 154:
## INFO [12:38:52.083] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:52.083] [bbotk] FREE 12 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 8 4 5 857.4458 0.7700000 467.8700 1028.907
## INFO [12:38:52.083] [bbotk] FREE 1 9 7 9 895.2704 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 5 4 3 962.4387 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 5 4 5 967.6539 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1124.475
## INFO [12:38:52.083] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 861.2962 1030.000
## INFO [12:38:52.083] [bbotk] FLY 1 1 4 4 910.6560 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 4 5 4 4 902.0000 0.7717569 467.8700 1472.786
## INFO [12:38:52.083] [bbotk] FREE 12 4 6 5 902.0000 0.7559311 467.8700 1127.945
## INFO [12:38:52.083] [bbotk] BACK 1 7 4 5 897.6592 0.7700000 188.4684 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 9 4 5 984.3237 0.8008646 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 5 4 5 931.8156 0.7561830 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 8 5 5 5 876.8054 0.7700000 103.8545 1385.596
## INFO [12:38:52.083] [bbotk] FREE 1 5 4 5 930.9788 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] FREE 1 7 4 5 885.5294 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] BACK 9 7 4 5 902.0000 0.8020049 480.2981 1684.219
## INFO [12:38:52.083] [bbotk] FREE 1 9 4 5 1015.4731 0.7700000 467.8700 1030.000
## INFO [12:38:52.083] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.41372 29.61000 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.50846 29.61000 30.24000 24.04124 154 NA
## INFO [12:38:52.083] [bbotk] 22.35980 21.61463 30.24000 22.65116 154 NA
## INFO [12:38:52.083] [bbotk] 35.56735 29.61000 25.20651 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.45786 27.68679 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 40.02134 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.47842 29.61000 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.45456 30.40199 24.28843 25.87934 154 NA
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 23.74634 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 30.26099 28.00678 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.46244 29.61000 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 30.24000 29.22743 154 NA
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 23.62784 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.67664 29.61000 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.24188 29.61000 34.30816 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] 29.38216 31.08445 30.24000 26.85000 154 NA
## INFO [12:38:52.083] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:52.083] [bbotk] 3061 0.02 0.1176470588 2 0.2337924
## INFO [12:38:52.083] [bbotk] 3062 0.02 0.0007041881 1 0.2001228
## INFO [12:38:52.083] [bbotk] 3063 0.32 0.0899036263 5 0.2285866
## INFO [12:38:52.083] [bbotk] 3064 0.32 0.2591878833 7 0.3281873
## INFO [12:38:52.083] [bbotk] 3065 0.27 0.1806670120 5 0.2488145
## INFO [12:38:52.083] [bbotk] 3066 0.02 0.0904310966 4 0.1821274
## INFO [12:38:52.083] [bbotk] 3067 0.07 0.0000000000 0 0.1994186
## INFO [12:38:52.083] [bbotk] 3068 0.02 0.0475236510 3 0.2369122
## INFO [12:38:52.083] [bbotk] 3069 0.02 0.0841371929 3 0.2835558
## INFO [12:38:52.083] [bbotk] 3070 0.32 0.2069077997 8 0.2785492
## INFO [12:38:52.083] [bbotk] 3071 0.12 0.2237311803 6 0.2438204
## INFO [12:38:52.083] [bbotk] 3072 0.27 0.1950774785 7 0.2379035
## INFO [12:38:52.083] [bbotk] 3073 0.07 0.0776504743 3 0.2706246
## INFO [12:38:52.083] [bbotk] 3074 0.12 0.0939426984 4 0.2317029
## INFO [12:38:52.083] [bbotk] 3075 0.00 0.0836097229 4 0.1546981
## INFO [12:38:52.083] [bbotk] 3076 0.17 0.2500000088 7 0.2703268
## INFO [12:38:52.083] [bbotk] 3077 0.00 0.0708739831 3 0.1629184
## INFO [12:38:52.083] [bbotk] 3078 0.07 0.0058365116 1 0.2052551
## INFO [12:38:52.083] [bbotk] 3079 0.02 0.1758313886 6 0.3243616
## INFO [12:38:52.083] [bbotk] 3080 0.17 0.1053259201 4 0.2430862
## INFO [12:38:52.307] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:52.446] [bbotk] Result of batch 155:
## INFO [12:38:52.455] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:52.455] [bbotk] FREE 11 7 11 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 11 5 4 2 902.0000 0.7475438 467.8700 996.2872
## INFO [12:38:52.455] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] MEDLEY 3 7 4 5 885.4634 0.7700000 467.8700 1798.4408
## INFO [12:38:52.455] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 5 9 5 902.0000 0.7700000 967.4553 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 7 9 5 902.0000 0.7700000 714.6351 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 7 4 5 902.0000 0.7561578 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 7 2 5 893.2479 0.7700000 773.9779 1030.0000
## INFO [12:38:52.455] [bbotk] BREAST 1 5 5 5 957.9313 0.7700000 844.9337 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FLY 12 7 4 5 868.7701 0.7700000 488.1546 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 7 4 9 902.0000 0.7771694 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 5 4 5 902.0000 0.7561830 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1546.6771
## INFO [12:38:52.455] [bbotk] FREE 1 7 11 5 938.2347 0.8102078 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] FREE 9 7 4 9 934.0091 0.7700000 467.8700 1030.0000
## INFO [12:38:52.455] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:52.455] [bbotk] 27.05131 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 24.09816 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 28.54818 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 33.70997 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 32.10782 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 24.48916 29.61000 38.03518 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.10589 29.61000 30.24000 27.76195 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.55891 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 31.61436 31.12122 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.45360 33.50542 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.63376 27.73157 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 30.24000 29.22743 155 NA
## INFO [12:38:52.455] [bbotk] 30.32220 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 30.24000 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] 29.24188 29.61000 30.50344 26.85000 155 NA
## INFO [12:38:52.455] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:52.455] [bbotk] 3081 0.02 0.126623491 3 0.2668139
## INFO [12:38:52.455] [bbotk] 3082 0.37 0.203548787 6 0.2702824
## INFO [12:38:52.455] [bbotk] 3083 0.17 0.064094639 2 0.2618308
## INFO [12:38:52.455] [bbotk] 3084 0.07 0.188225197 5 0.3356557
## INFO [12:38:52.455] [bbotk] 3085 0.07 0.000000000 0 0.1994186
## INFO [12:38:52.455] [bbotk] 3086 0.07 0.158245901 4 0.2400175
## INFO [12:38:52.455] [bbotk] 3087 0.07 0.102586163 3 0.2075152
## INFO [12:38:52.455] [bbotk] 3088 0.02 0.058823529 1 0.2013713
## INFO [12:38:52.455] [bbotk] 3089 0.07 0.005146135 2 0.2041601
## INFO [12:38:52.455] [bbotk] 3090 0.02 0.074092816 2 0.2146879
## INFO [12:38:52.455] [bbotk] 3091 0.07 0.002261791 1 0.1971568
## INFO [12:38:52.455] [bbotk] 3092 0.00 0.082165324 4 0.2227604
## INFO [12:38:52.455] [bbotk] 3093 0.17 0.235204023 7 0.2487652
## INFO [12:38:52.455] [bbotk] 3094 0.07 0.000000000 0 0.1994186
## INFO [12:38:52.455] [bbotk] 3095 0.32 0.146650110 6 0.3460687
## INFO [12:38:52.455] [bbotk] 3096 0.27 0.068884688 4 0.2480397
## INFO [12:38:52.455] [bbotk] 3097 0.02 0.073044313 3 0.1652635
## INFO [12:38:52.455] [bbotk] 3098 0.02 0.035631024 2 0.2350497
## INFO [12:38:52.455] [bbotk] 3099 0.02 0.078233497 3 0.2159937
## INFO [12:38:52.455] [bbotk] 3100 0.12 0.129810538 4 0.3001217
## INFO [12:38:52.708] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:52.849] [bbotk] Result of batch 156:
## INFO [12:38:52.855] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:52.855] [bbotk] FREE 1 7 4 5 883.6195 0.7700000 347.71453 986.8327
## INFO [12:38:52.855] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 10 5 4 5 902.0000 0.7561830 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 71.93999 1067.4850
## INFO [12:38:52.855] [bbotk] FLY 1 8 4 5 923.4588 0.6994989 915.48513 1508.1412
## INFO [12:38:52.855] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 170.60618 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 1 7 8 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1158.8389
## INFO [12:38:52.855] [bbotk] FREE 1 3 4 9 934.0091 0.7700000 467.87000 973.4529
## INFO [12:38:52.855] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1572.0300
## INFO [12:38:52.855] [bbotk] FREE 6 7 4 5 902.0000 0.7948300 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 293.69573 945.0105
## INFO [12:38:52.855] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 1 7 8 5 868.0545 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] BACK 1 7 4 3 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 8 4 8 5 902.0000 0.7700000 444.72903 1030.0000
## INFO [12:38:52.855] [bbotk] FREE 1 7 4 5 925.3094 0.7700000 467.87000 1030.0000
## INFO [12:38:52.855] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:52.855] [bbotk] 29.24188 22.03817 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 22.23018 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.24188 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.24188 29.61000 34.84802 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.38736 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.24188 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.24188 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.65534 29.61000 30.24000 22.98568 156 NA
## INFO [12:38:52.855] [bbotk] 29.24188 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.65534 29.61000 21.63695 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.44142 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.51877 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.24188 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 28.38715 29.61000 29.12144 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.24188 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.61132 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 25.75207 36.02052 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 24.57742 36.35116 39.13382 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] 29.24188 25.36391 30.24000 28.08374 156 NA
## INFO [12:38:52.855] [bbotk] 22.61302 29.61000 30.24000 26.85000 156 NA
## INFO [12:38:52.855] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:52.855] [bbotk] 3101 0.27 0.04591598 4 0.2441123
## INFO [12:38:52.855] [bbotk] 3102 0.02 0.08755585 2 0.2037012
## INFO [12:38:52.855] [bbotk] 3103 0.02 0.11990474 3 0.2360501
## INFO [12:38:52.855] [bbotk] 3104 0.02 0.04112014 3 0.2404410
## INFO [12:38:52.855] [bbotk] 3105 0.22 0.19394132 7 0.2826867
## INFO [12:38:52.855] [bbotk] 3106 0.02 0.02973674 2 0.2262227
## INFO [12:38:52.855] [bbotk] 3107 0.07 0.00000000 0 0.1994186
## INFO [12:38:52.855] [bbotk] 3108 0.12 0.07996291 3 0.2186459
## INFO [12:38:52.855] [bbotk] 3109 0.00 0.06660460 2 0.1722414
## INFO [12:38:52.855] [bbotk] 3110 0.22 0.16090326 6 0.2286515
## INFO [12:38:52.855] [bbotk] 3111 0.00 0.09237644 3 0.1963779
## INFO [12:38:52.855] [bbotk] 3112 0.02 0.06401538 3 0.2634340
## INFO [12:38:52.855] [bbotk] 3113 0.02 0.05882353 1 0.1749689
## INFO [12:38:52.855] [bbotk] 3114 0.27 0.02289789 4 0.2201317
## INFO [12:38:52.855] [bbotk] 3115 0.02 0.05882353 1 0.1749689
## INFO [12:38:52.855] [bbotk] 3116 0.07 0.07236634 3 0.2129614
## INFO [12:38:52.855] [bbotk] 3117 0.27 0.09798155 3 0.2969955
## INFO [12:38:52.855] [bbotk] 3118 0.37 0.19061063 5 0.3315559
## INFO [12:38:52.855] [bbotk] 3119 0.27 0.20057532 6 0.2811246
## INFO [12:38:52.855] [bbotk] 3120 0.07 0.03542340 2 0.2316025
## INFO [12:38:53.096] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:53.242] [bbotk] Result of batch 157:
## INFO [12:38:53.248] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:53.248] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1066.522
## INFO [12:38:53.248] [bbotk] BREAST 1 7 4 5 909.5283 0.7700000 48.65540 1481.748
## INFO [12:38:53.248] [bbotk] FREE 10 7 4 9 934.0091 0.7222148 543.56952 1030.000
## INFO [12:38:53.248] [bbotk] FREE 1 7 4 7 883.1352 0.7700000 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] FLY 5 5 8 1 902.0000 0.7753370 237.69851 1030.000
## INFO [12:38:53.248] [bbotk] FREE 1 0 2 5 902.0000 0.7700521 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] FLY 1 9 5 5 902.0000 0.7700000 419.71801 1030.000
## INFO [12:38:53.248] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1505.751
## INFO [12:38:53.248] [bbotk] FREE 1 7 4 9 934.0091 0.7489639 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] FREE 1 7 4 5 931.8156 0.7700000 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] MEDLEY 1 7 4 5 917.9771 0.7700000 92.55273 1030.000
## INFO [12:38:53.248] [bbotk] FREE 7 0 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] FREE 9 7 4 5 902.0000 0.7779152 467.87000 1158.839
## INFO [12:38:53.248] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] FLY 1 5 4 5 902.0000 0.7606668 101.01192 1030.000
## INFO [12:38:53.248] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 90.69789 1030.000
## INFO [12:38:53.248] [bbotk] FREE 6 5 10 5 902.0000 0.7700000 467.87000 1185.395
## INFO [12:38:53.248] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:53.248] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:53.248] [bbotk] 29.24188 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.49759 29.61000 30.24000 22.40082 157 NA
## INFO [12:38:53.248] [bbotk] 30.71137 32.05940 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 26.54158 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 22.57078 29.61000 36.97105 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 34.22821 25.30796 30.24000 25.99837 157 NA
## INFO [12:38:53.248] [bbotk] 27.36422 31.56574 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.24188 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 34.88687 25.46839 30.24000 26.01229 157 NA
## INFO [12:38:53.248] [bbotk] 29.24188 29.61000 30.24000 29.22743 157 NA
## INFO [12:38:53.248] [bbotk] 29.24188 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.36253 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.24188 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 33.97948 29.61000 24.41480 23.42142 157 NA
## INFO [12:38:53.248] [bbotk] 29.24188 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.24188 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.50666 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.24188 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.05361 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] 29.45456 29.61000 30.24000 26.85000 157 NA
## INFO [12:38:53.248] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:53.248] [bbotk] 3121 0.02 0.002205725 1 0.2016244
## INFO [12:38:53.248] [bbotk] 3122 0.27 0.138150051 6 0.2407725
## INFO [12:38:53.248] [bbotk] 3123 0.07 0.157001399 7 0.2962835
## INFO [12:38:53.248] [bbotk] 3124 0.17 0.076573635 3 0.2612833
## INFO [12:38:53.248] [bbotk] 3125 0.07 0.357540484 9 0.3736291
## INFO [12:38:53.248] [bbotk] 3126 0.37 0.159055487 6 0.2377904
## INFO [12:38:53.248] [bbotk] 3127 0.27 0.194727980 6 0.2171736
## INFO [12:38:53.248] [bbotk] 3128 0.00 0.087555945 2 0.1931928
## INFO [12:38:53.248] [bbotk] 3129 0.37 0.117010325 6 0.2700314
## INFO [12:38:53.248] [bbotk] 3130 0.02 0.022528513 2 0.2112639
## INFO [12:38:53.248] [bbotk] 3131 0.07 0.087708956 3 0.2841950
## INFO [12:38:53.248] [bbotk] 3132 0.22 0.118141480 3 0.2587366
## INFO [12:38:53.248] [bbotk] 3133 0.02 0.067897934 3 0.2673166
## INFO [12:38:53.248] [bbotk] 3134 0.22 0.113638928 4 0.2122151
## INFO [12:38:53.248] [bbotk] 3135 0.02 0.058823529 1 0.1749689
## INFO [12:38:53.248] [bbotk] 3136 0.07 0.000000000 0 0.1994186
## INFO [12:38:53.248] [bbotk] 3137 0.12 0.142957511 5 0.2569328
## INFO [12:38:53.248] [bbotk] 3138 0.02 0.082162117 2 0.1983075
## INFO [12:38:53.248] [bbotk] 3139 0.00 0.186626940 5 0.2679939
## INFO [12:38:53.248] [bbotk] 3140 0.00 0.059695046 2 0.1740974
## INFO [12:38:53.491] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:53.652] [bbotk] Result of batch 158:
## INFO [12:38:53.660] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:53.660] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 6 11 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] BREAST 5 5 9 5 1007.1129 0.7700000 156.5885 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 7 4 7 902.0000 0.7700000 422.6333 1030.000
## INFO [12:38:53.660] [bbotk] BACK 1 7 8 5 902.0000 0.7492957 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] BACK 11 1 10 7 967.2366 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] BACK 6 5 4 5 902.0000 0.7700000 361.3829 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 7 4 5 902.0000 0.7561830 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 0 4 5 902.0000 0.7296083 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 7 4 5 901.0501 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] MEDLEY 1 2 4 4 902.0000 0.7700000 467.8700 1771.510
## INFO [12:38:53.660] [bbotk] BACK 1 5 5 4 902.0000 0.7700000 154.1330 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 5 4 5 903.7399 0.7771122 286.7653 1030.000
## INFO [12:38:53.660] [bbotk] FREE 10 9 4 2 902.0000 0.7676894 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] MEDLEY 11 5 4 2 865.8797 0.7700000 467.8700 1098.164
## INFO [12:38:53.660] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:53.660] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:53.660] [bbotk] 29.39221 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 27.49384 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 35.46894 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.41539 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.39922 29.61000 22.82713 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 21.87397 39.29301 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 27.03226 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 30.00527 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 22.63984 35.49320 30.24000 25.68911 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 25.14773 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.48919 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.84683 25.31994 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 32.40439 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 35.35025 39.91938 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 30.87116 32.50820 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] 29.24188 29.61000 30.24000 26.85000 158 NA
## INFO [12:38:53.660] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:53.660] [bbotk] 3141 0.02 0.0006160364 1 0.2000347
## INFO [12:38:53.660] [bbotk] 3142 0.22 0.1262031497 3 0.1965409
## INFO [12:38:53.660] [bbotk] 3143 0.32 0.3145219703 7 0.3631740
## INFO [12:38:53.660] [bbotk] 3144 0.00 0.0595345662 2 0.1742578
## INFO [12:38:53.660] [bbotk] 3145 0.22 0.0853634056 4 0.2687835
## INFO [12:38:53.660] [bbotk] 3146 0.22 0.1792335603 5 0.3119380
## INFO [12:38:53.660] [bbotk] 3147 0.17 0.3272289876 7 0.3497551
## INFO [12:38:53.660] [bbotk] 3148 0.02 0.1837911281 5 0.2999365
## INFO [12:38:53.660] [bbotk] 3149 0.07 0.0000000000 0 0.1994186
## INFO [12:38:53.660] [bbotk] 3150 0.07 0.0022576805 1 0.1971610
## INFO [12:38:53.660] [bbotk] 3151 0.27 0.1211314614 5 0.2463379
## INFO [12:38:53.660] [bbotk] 3152 0.07 0.0003365951 1 0.1997552
## INFO [12:38:53.660] [bbotk] 3153 0.17 0.0158657567 1 0.2136019
## INFO [12:38:53.660] [bbotk] 3154 0.12 0.2222665759 5 0.2734747
## INFO [12:38:53.660] [bbotk] 3155 0.02 0.2738216789 7 0.1783346
## INFO [12:38:53.660] [bbotk] 3156 0.00 0.0847678448 5 0.1797866
## INFO [12:38:53.660] [bbotk] 3157 0.57 0.2292642330 6 0.3034849
## INFO [12:38:53.660] [bbotk] 3158 0.22 0.2701249081 8 0.3021711
## INFO [12:38:53.660] [bbotk] 3159 0.07 0.0000000000 0 0.1994186
## INFO [12:38:53.660] [bbotk] 3160 0.07 0.0000000000 0 0.1994186
## INFO [12:38:53.953] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:54.096] [bbotk] Result of batch 159:
## INFO [12:38:54.103] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:54.103] [bbotk] FREE 1 7 4 5 866.8451 0.7700000 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 3 4 1 902.0000 0.7690773 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 9 7 4 4 1019.4812 0.7700000 718.70472 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 5 8 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 2 7 4 7 978.1874 0.7768334 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 8 7 5 902.0000 0.7240614 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 5 4 5 1003.3114 0.7696874 467.87000 1359.529
## INFO [12:38:54.103] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 467.87000 1519.126
## INFO [12:38:54.103] [bbotk] FREE 1 2 4 5 925.9649 0.7700000 781.91552 1061.385
## INFO [12:38:54.103] [bbotk] FREE 1 7 11 8 902.0000 0.7700000 86.98449 1030.000
## INFO [12:38:54.103] [bbotk] FLY 1 7 4 5 939.5822 0.7700000 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 4 4 9 902.0000 0.7700000 467.87000 1699.623
## INFO [12:38:54.103] [bbotk] FREE 1 3 4 9 902.0000 0.7700000 84.54513 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 123.73158 1030.000
## INFO [12:38:54.103] [bbotk] FREE 1 2 10 5 981.9703 0.7700000 467.87000 1714.381
## INFO [12:38:54.103] [bbotk] FREE 1 5 4 7 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] FREE 7 7 4 1 902.0000 0.7700000 461.78905 1030.000
## INFO [12:38:54.103] [bbotk] FREE 2 4 4 5 969.5688 0.7219715 467.87000 1030.000
## INFO [12:38:54.103] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:54.103] [bbotk] 25.24937 29.61000 26.87843 22.70256 159 NA
## INFO [12:38:54.103] [bbotk] 29.24188 29.61000 30.24000 26.85000 159 NA
## INFO [12:38:54.103] [bbotk] 29.45078 29.61000 30.24000 31.24835 159 NA
## INFO [12:38:54.103] [bbotk] 29.64724 29.61000 30.24000 26.85000 159 NA
## INFO [12:38:54.103] [bbotk] 25.24179 29.61000 26.79745 31.22487 159 NA
## INFO [12:38:54.103] [bbotk] 33.83109 30.50399 30.24000 26.85000 159 NA
## INFO [12:38:54.103] [bbotk] 29.24188 29.61000 30.24000 26.85000 159 NA
## INFO [12:38:54.103] [bbotk] 22.76807 36.12304 34.01197 29.22743 159 NA
## INFO [12:38:54.103] [bbotk] 29.24188 29.61000 22.51422 25.40200 159 NA
## INFO [12:38:54.103] [bbotk] 29.49759 34.20379 30.24000 26.85000 159 NA
## INFO [12:38:54.103] [bbotk] 26.40052 29.61000 30.24000 29.75070 159 NA
## INFO [12:38:54.103] [bbotk] 29.24188 35.87163 30.24000 32.41213 159 NA
## INFO [12:38:54.103] [bbotk] 32.66711 29.61000 30.24000 27.13401 159 NA
## INFO [12:38:54.103] [bbotk] 29.24188 29.61000 30.24000 26.85000 159 NA
## INFO [12:38:54.103] [bbotk] 29.24188 29.61000 30.24000 31.40630 159 NA
## INFO [12:38:54.103] [bbotk] 29.40319 29.61000 30.24000 26.85000 159 NA
## INFO [12:38:54.103] [bbotk] 29.46230 29.15037 30.24000 24.78889 159 NA
## INFO [12:38:54.103] [bbotk] 29.24188 29.61000 30.24000 26.85000 159 NA
## INFO [12:38:54.103] [bbotk] 29.39792 29.61000 30.24000 26.46178 159 NA
## INFO [12:38:54.103] [bbotk] 29.24188 36.43847 30.24000 29.43280 159 NA
## INFO [12:38:54.103] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:54.103] [bbotk] 3161 0.27 0.06016105 4 0.2555804
## INFO [12:38:54.103] [bbotk] 3162 0.12 0.11779783 3 0.1924720
## INFO [12:38:54.103] [bbotk] 3163 0.00 0.19778699 6 0.3289953
## INFO [12:38:54.103] [bbotk] 3164 0.00 0.06048464 2 0.1733078
## INFO [12:38:54.103] [bbotk] 3165 0.07 0.16677842 5 0.2448721
## INFO [12:38:54.103] [bbotk] 3166 0.07 0.16803341 6 0.3118882
## INFO [12:38:54.103] [bbotk] 3167 0.02 0.05882353 1 0.1749689
## INFO [12:38:54.103] [bbotk] 3168 0.27 0.20065190 7 0.2689469
## INFO [12:38:54.103] [bbotk] 3169 0.07 0.14603385 6 0.2289917
## INFO [12:38:54.103] [bbotk] 3170 0.27 0.10722458 4 0.2401870
## INFO [12:38:54.103] [bbotk] 3171 0.22 0.11488302 6 0.1934151
## INFO [12:38:54.103] [bbotk] 3172 0.37 0.19348402 5 0.2740338
## INFO [12:38:54.103] [bbotk] 3173 0.12 0.08760606 4 0.2782921
## INFO [12:38:54.103] [bbotk] 3174 0.07 0.15808811 3 0.2735640
## INFO [12:38:54.103] [bbotk] 3175 0.22 0.16429343 4 0.2390885
## INFO [12:38:54.103] [bbotk] 3176 0.02 0.02195557 2 0.2212764
## INFO [12:38:54.103] [bbotk] 3177 0.27 0.20037455 7 0.2174511
## INFO [12:38:54.103] [bbotk] 3178 0.17 0.11764706 2 0.2013713
## INFO [12:38:54.103] [bbotk] 3179 0.07 0.12061631 5 0.3040471
## INFO [12:38:54.103] [bbotk] 3180 0.27 0.18891323 6 0.3022373
## INFO [12:38:54.326] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:54.487] [bbotk] Result of batch 160:
## INFO [12:38:54.493] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:54.493] [bbotk] FREE 6 7 6 5 902.0000 0.7700000 188.4285 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 786.2498 1030.000
## INFO [12:38:54.493] [bbotk] FREE 7 5 4 5 1012.4504 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 157.7726 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 0 4 5 941.4871 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 968.5606 1030.000
## INFO [12:38:54.493] [bbotk] FREE 8 5 4 8 898.3640 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 7 4 5 894.7158 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 5 4 9 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] BREAST 1 7 4 5 931.8156 0.7772462 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] BACK 1 5 5 5 984.3592 0.7700000 534.9041 1820.330
## INFO [12:38:54.493] [bbotk] BREAST 1 2 4 5 1008.0762 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] MEDLEY 1 7 4 5 1009.7897 0.7700000 111.5587 1030.000
## INFO [12:38:54.493] [bbotk] FREE 3 7 4 5 902.0000 0.7700000 467.8700 1116.551
## INFO [12:38:54.493] [bbotk] FREE 1 5 4 8 912.2914 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 7 4 5 930.6139 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.493] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:54.493] [bbotk] 29.46166 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.45456 29.61000 30.24000 29.29505 160 NA
## INFO [12:38:54.493] [bbotk] 29.24188 29.61000 30.24000 23.72281 160 NA
## INFO [12:38:54.493] [bbotk] 29.56952 29.61000 30.24000 30.41965 160 NA
## INFO [12:38:54.493] [bbotk] 29.24188 29.61000 31.22563 28.88076 160 NA
## INFO [12:38:54.493] [bbotk] 29.43936 29.61000 30.24000 30.39000 160 NA
## INFO [12:38:54.493] [bbotk] 28.31188 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.24188 33.91430 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.52185 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.36892 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 28.53482 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.24188 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.46567 29.00958 24.88219 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.88449 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.50666 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.45291 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.24188 29.61000 30.24000 32.12372 160 NA
## INFO [12:38:54.493] [bbotk] 29.74509 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.45456 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] 29.50846 29.61000 30.24000 26.85000 160 NA
## INFO [12:38:54.493] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:54.493] [bbotk] 3181 0.02 0.1358389011 4 0.2763362
## INFO [12:38:54.493] [bbotk] 3182 0.00 0.0328755397 3 0.2322942
## INFO [12:38:54.493] [bbotk] 3183 0.12 0.1725219896 4 0.2659884
## INFO [12:38:54.493] [bbotk] 3184 0.07 0.0973166043 4 0.2966375
## INFO [12:38:54.493] [bbotk] 3185 0.07 0.0861056946 4 0.2118165
## INFO [12:38:54.493] [bbotk] 3186 0.07 0.0496039775 3 0.2490226
## INFO [12:38:54.493] [bbotk] 3187 0.12 0.1815699218 5 0.2624614
## INFO [12:38:54.493] [bbotk] 3188 0.32 0.0192716675 2 0.2186903
## INFO [12:38:54.493] [bbotk] 3189 0.00 0.1187943442 3 0.2025186
## INFO [12:38:54.493] [bbotk] 3190 0.02 0.0005206101 1 0.1999392
## INFO [12:38:54.493] [bbotk] 3191 0.17 0.0734702937 4 0.2588685
## INFO [12:38:54.493] [bbotk] 3192 0.02 0.2575342035 6 0.2660757
## INFO [12:38:54.493] [bbotk] 3193 0.32 0.1751744537 6 0.2513042
## INFO [12:38:54.493] [bbotk] 3194 0.00 0.0614568329 2 0.1723356
## INFO [12:38:54.493] [bbotk] 3195 0.00 0.1201525565 4 0.3081155
## INFO [12:38:54.493] [bbotk] 3196 0.02 0.0649154187 3 0.2643341
## INFO [12:38:54.493] [bbotk] 3197 0.02 0.1478310518 4 0.2242616
## INFO [12:38:54.493] [bbotk] 3198 0.02 0.0122016334 2 0.2087854
## INFO [12:38:54.493] [bbotk] 3199 0.00 0.0596950462 2 0.2022428
## INFO [12:38:54.493] [bbotk] 3200 0.00 0.0599159142 2 0.1738765
## INFO [12:38:54.711] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:54.872] [bbotk] Result of batch 161:
## INFO [12:38:54.879] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:54.879] [bbotk] MEDLEY 9 7 4 5 997.6298 0.7798714 467.8700 1273.101
## INFO [12:38:54.879] [bbotk] BACK 1 8 4 5 922.2330 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] BACK 1 7 4 5 902.0000 0.7575604 127.1544 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 445.0901 1291.540
## INFO [12:38:54.879] [bbotk] FLY 1 5 10 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 5 4 5 902.0000 0.7710395 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] BACK 1 2 4 5 902.0000 0.7842851 967.6394 1001.693
## INFO [12:38:54.879] [bbotk] FREE 7 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 6 7 4 893.3416 0.8055566 838.3522 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] BACK 1 7 10 0 902.0000 0.7882273 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FLY 10 7 4 1 931.1064 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 4 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:54.879] [bbotk] FREE 1 7 4 5 950.9424 0.7969364 925.5906 1550.154
## INFO [12:38:54.879] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:54.879] [bbotk] 29.52344 24.04901 30.24000 22.25451 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.49759 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.41372 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 29.94737 24.74711 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 21.73675 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 23.48469 23.27205 30.24000 22.10938 161 NA
## INFO [12:38:54.879] [bbotk] 29.39221 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 29.05965 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 30.32073 30.24000 32.56091 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.47925 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.46166 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.46244 29.61000 30.24000 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 27.66084 30.24000 28.63366 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 23.03281 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] 29.24188 29.61000 33.03063 28.84462 161 NA
## INFO [12:38:54.879] [bbotk] 32.49131 29.61000 34.13088 26.85000 161 NA
## INFO [12:38:54.879] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:54.879] [bbotk] 3201 0.27 0.21367054 8 0.4072176
## INFO [12:38:54.879] [bbotk] 3202 0.17 0.12481679 3 0.2625770
## INFO [12:38:54.879] [bbotk] 3203 0.00 0.05987140 2 0.1739210
## INFO [12:38:54.879] [bbotk] 3204 0.02 0.08264307 4 0.2639641
## INFO [12:38:54.879] [bbotk] 3205 0.00 0.08752187 5 0.1931587
## INFO [12:38:54.879] [bbotk] 3206 0.27 0.20296377 4 0.2824507
## INFO [12:38:54.879] [bbotk] 3207 0.27 0.13084591 4 0.3268232
## INFO [12:38:54.879] [bbotk] 3208 0.00 0.05943957 2 0.1743528
## INFO [12:38:54.879] [bbotk] 3209 0.02 0.05899339 2 0.1747990
## INFO [12:38:54.879] [bbotk] 3210 0.37 0.15629300 6 0.2363821
## INFO [12:38:54.879] [bbotk] 3211 0.12 0.09031651 3 0.2897351
## INFO [12:38:54.879] [bbotk] 3212 0.22 0.20827329 6 0.2233701
## INFO [12:38:54.879] [bbotk] 3213 0.00 0.05979624 2 0.1739962
## INFO [12:38:54.879] [bbotk] 3214 0.07 0.00000000 0 0.1994186
## INFO [12:38:54.879] [bbotk] 3215 0.00 0.05972414 2 0.1740683
## INFO [12:38:54.879] [bbotk] 3216 0.00 0.05972734 2 0.1740651
## INFO [12:38:54.879] [bbotk] 3217 0.17 0.19598231 6 0.3115608
## INFO [12:38:54.879] [bbotk] 3218 0.32 0.20923980 5 0.3811926
## INFO [12:38:54.879] [bbotk] 3219 0.02 0.13637852 4 0.2212339
## INFO [12:38:54.879] [bbotk] 3220 0.02 0.10691944 6 0.2712260
## INFO [12:38:55.138] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:55.293] [bbotk] Result of batch 162:
## INFO [12:38:55.301] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:55.301] [bbotk] FREE 1 7 4 8 902.0000 0.7771469 467.8700 1151.668
## INFO [12:38:55.301] [bbotk] FREE 5 5 4 5 935.0893 0.7700000 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] FREE 2 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] MEDLEY 4 7 1 5 1010.2760 0.7700000 879.9156 1853.022
## INFO [12:38:55.301] [bbotk] BACK 1 7 4 5 950.3229 0.7700000 467.8700 1294.649
## INFO [12:38:55.301] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 462.7500 1030.000
## INFO [12:38:55.301] [bbotk] FREE 1 1 8 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] FREE 1 5 4 5 900.4746 0.7700000 729.3547 1030.000
## INFO [12:38:55.301] [bbotk] FREE 1 1 10 2 934.2683 0.7700000 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] FREE 1 1 11 5 902.0000 0.7700000 467.8700 1067.135
## INFO [12:38:55.301] [bbotk] FREE 1 7 4 5 862.2940 0.8334707 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] FREE 1 7 4 3 978.6860 0.7700000 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] FLY 1 7 4 6 902.0000 0.7700000 941.6928 1123.665
## INFO [12:38:55.301] [bbotk] FREE 1 5 4 6 902.0000 0.8148857 467.8700 1445.992
## INFO [12:38:55.301] [bbotk] BREAST 1 7 4 1 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] FREE 1 2 4 3 902.0000 0.7700000 774.3430 1030.000
## INFO [12:38:55.301] [bbotk] FREE 1 7 1 5 874.5737 0.7643747 467.8700 1030.000
## INFO [12:38:55.301] [bbotk] FREE 5 7 4 5 902.0000 0.7700000 620.1144 1254.226
## INFO [12:38:55.301] [bbotk] FREE 5 7 4 5 902.0000 0.7560994 339.9111 1030.000
## INFO [12:38:55.301] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:55.301] [bbotk] 29.24188 29.61000 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.24188 29.61000 30.24000 32.46819 162 NA
## INFO [12:38:55.301] [bbotk] 29.45456 29.61000 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 22.84491 29.61000 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.24188 29.61000 31.74030 32.24007 162 NA
## INFO [12:38:55.301] [bbotk] 29.67338 29.61000 38.24568 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.24188 29.61000 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.24188 29.61000 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.76550 29.61000 30.24000 32.01485 162 NA
## INFO [12:38:55.301] [bbotk] 29.24188 29.61000 32.30859 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 35.29914 29.81020 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 21.75039 29.61000 38.42865 32.78715 162 NA
## INFO [12:38:55.301] [bbotk] 25.00729 30.20969 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.46158 29.61000 34.81416 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.24188 29.61000 30.24000 29.14124 162 NA
## INFO [12:38:55.301] [bbotk] 29.29651 29.61000 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.49759 29.61000 28.00626 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 32.63806 29.61000 30.24000 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] 29.50846 29.61000 24.18637 28.45619 162 NA
## INFO [12:38:55.301] [bbotk] 23.74240 29.61000 33.94053 26.85000 162 NA
## INFO [12:38:55.301] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:55.301] [bbotk] 3221 0.07 0.06733933 3 0.2096312
## INFO [12:38:55.301] [bbotk] 3222 0.02 0.15764298 4 0.2269560
## INFO [12:38:55.301] [bbotk] 3223 0.00 0.05969505 2 0.1740974
## INFO [12:38:55.301] [bbotk] 3224 0.02 0.14386037 3 0.2600057
## INFO [12:38:55.301] [bbotk] 3225 0.00 0.32183799 8 0.3053166
## INFO [12:38:55.301] [bbotk] 3226 0.02 0.11864143 5 0.2922566
## INFO [12:38:55.301] [bbotk] 3227 0.02 0.05914034 2 0.1752857
## INFO [12:38:55.301] [bbotk] 3228 0.12 0.11764706 2 0.1994186
## INFO [12:38:55.301] [bbotk] 3229 0.00 0.10367914 5 0.1871349
## INFO [12:38:55.301] [bbotk] 3230 0.17 0.19435015 5 0.2048326
## INFO [12:38:55.301] [bbotk] 3231 0.22 0.14548738 5 0.2272590
## INFO [12:38:55.301] [bbotk] 3232 0.27 0.11052801 5 0.2951444
## INFO [12:38:55.301] [bbotk] 3233 0.22 0.10567561 4 0.2729776
## INFO [12:38:55.301] [bbotk] 3234 0.17 0.16777475 6 0.2657484
## INFO [12:38:55.301] [bbotk] 3235 0.07 0.16163404 5 0.2304390
## INFO [12:38:55.301] [bbotk] 3236 0.17 0.11787092 3 0.3021329
## INFO [12:38:55.301] [bbotk] 3237 0.32 0.14461837 5 0.2247075
## INFO [12:38:55.301] [bbotk] 3238 0.17 0.08337824 4 0.2221350
## INFO [12:38:55.301] [bbotk] 3239 0.17 0.10982158 6 0.3075578
## INFO [12:38:55.301] [bbotk] 3240 0.07 0.10307784 5 0.2974514
## INFO [12:38:55.520] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:55.659] [bbotk] Result of batch 163:
## INFO [12:38:55.666] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:55.666] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 5 4 4 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 422.3445 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 8 4 0 910.5713 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 6 4 5 1003.9540 0.7891018 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] MEDLEY 1 5 4 5 902.0000 0.7700000 428.2064 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 7 4 5 902.0000 0.7739523 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] BACK 5 5 4 5 902.0000 0.7700000 705.1839 1402.881
## INFO [12:38:55.666] [bbotk] FREE 1 3 6 5 902.0000 0.7700000 135.1507 1129.011
## INFO [12:38:55.666] [bbotk] FREE 1 4 4 8 904.5529 0.7700000 71.0248 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 9 5 5 7 935.8375 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 7 4 5 902.0000 0.7500213 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FREE 1 5 4 5 898.2018 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] FLY 2 7 4 5 947.5604 0.7700000 705.2263 1030.000
## INFO [12:38:55.666] [bbotk] FREE 3 7 4 5 1008.7499 0.7700000 467.8700 1030.000
## INFO [12:38:55.666] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:55.666] [bbotk] 29.46166 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.47925 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.45456 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 21.68062 24.59181 30.24000 31.84506 163 NA
## INFO [12:38:55.666] [bbotk] 29.24188 29.61000 25.78555 27.08901 163 NA
## INFO [12:38:55.666] [bbotk] 29.24188 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 30.67666 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.46216 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 27.82923 29.84731 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.45456 28.60345 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.24188 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.43990 21.54094 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.24188 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.24188 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.51592 29.61000 30.24000 26.85000 163 NA
## INFO [12:38:55.666] [bbotk] 29.24188 29.80860 30.24000 29.34738 163 NA
## INFO [12:38:55.666] [bbotk] 28.74404 29.61000 30.24000 26.70184 163 NA
## INFO [12:38:55.666] [bbotk] 29.19434 29.61000 30.24000 29.14467 163 NA
## INFO [12:38:55.666] [bbotk] 21.68439 21.94618 30.24000 21.68325 163 NA
## INFO [12:38:55.666] [bbotk] 25.46459 27.51147 26.65035 24.84915 163 NA
## INFO [12:38:55.666] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:55.666] [bbotk] 3241 0.00 0.059724142 2 0.1740683
## INFO [12:38:55.666] [bbotk] 3242 0.00 0.059796243 2 0.1739962
## INFO [12:38:55.666] [bbotk] 3243 0.00 0.118518576 3 0.1434193
## INFO [12:38:55.666] [bbotk] 3244 0.22 0.078394832 4 0.2761865
## INFO [12:38:55.666] [bbotk] 3245 0.22 0.135765576 5 0.2589779
## INFO [12:38:55.666] [bbotk] 3246 0.12 0.098073012 3 0.2274918
## INFO [12:38:55.666] [bbotk] 3247 0.00 0.125980768 4 0.2303673
## INFO [12:38:55.666] [bbotk] 3248 0.00 0.059726212 2 0.1740662
## INFO [12:38:55.666] [bbotk] 3249 0.07 0.007354689 3 0.2063687
## INFO [12:38:55.666] [bbotk] 3250 0.02 0.218449315 7 0.3180983
## INFO [12:38:55.666] [bbotk] 3251 0.07 0.144214669 4 0.2190097
## INFO [12:38:55.666] [bbotk] 3252 0.22 0.175207843 6 0.2495880
## INFO [12:38:55.666] [bbotk] 3253 0.07 0.000000000 0 0.1994186
## INFO [12:38:55.666] [bbotk] 3254 0.02 0.058823529 1 0.1749689
## INFO [12:38:55.666] [bbotk] 3255 0.00 0.059946509 2 0.1738459
## INFO [12:38:55.666] [bbotk] 3256 0.17 0.260621544 7 0.2153592
## INFO [12:38:55.666] [bbotk] 3257 0.12 0.006050023 3 0.1970440
## INFO [12:38:55.666] [bbotk] 3258 0.02 0.071910875 4 0.1649629
## INFO [12:38:55.666] [bbotk] 3259 0.37 0.235163980 7 0.4214784
## INFO [12:38:55.666] [bbotk] 3260 0.22 0.141519331 6 0.3329793
## INFO [12:38:55.906] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:56.050] [bbotk] Result of batch 164:
## INFO [12:38:56.058] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:56.058] [bbotk] FREE 1 9 1 5 978.1213 0.7561830 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 3 5 3 5 869.7989 0.7700000 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 1 7 4 5 948.7489 0.7594199 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 12 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 1 7 4 5 913.0216 0.7335718 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 8 5 8 5 902.0000 0.7700000 467.87000 1885.177
## INFO [12:38:56.058] [bbotk] FREE 1 5 4 5 902.0000 0.7915696 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 5 6 4 5 902.0000 0.7700000 446.45645 1476.218
## INFO [12:38:56.058] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 7 6 6 4 902.0000 0.7696830 418.64305 1030.000
## INFO [12:38:56.058] [bbotk] FREE 5 5 7 5 1001.3893 0.7700000 467.87000 1137.625
## INFO [12:38:56.058] [bbotk] MEDLEY 1 5 4 9 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 467.87000 1339.068
## INFO [12:38:56.058] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 57.80023 1030.000
## INFO [12:38:56.058] [bbotk] FREE 1 7 4 9 918.1364 0.7700000 968.56772 1030.000
## INFO [12:38:56.058] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.058] [bbotk] FLY 1 5 4 5 902.0000 0.7700000 382.07182 1030.000
## INFO [12:38:56.058] [bbotk] BREAST 10 5 4 5 902.0000 0.7700000 330.06575 1030.000
## INFO [12:38:56.058] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1644.912
## INFO [12:38:56.058] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:56.058] [bbotk] 31.29861 35.64305 30.24000 26.59901 164 NA
## INFO [12:38:56.058] [bbotk] 22.21033 27.49869 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.45473 29.61000 30.24000 32.77749 164 NA
## INFO [12:38:56.058] [bbotk] 23.87930 35.48762 38.15520 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 29.61000 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 29.61000 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 30.19362 30.76662 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 22.96554 29.61000 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.51592 29.61000 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.46166 29.61000 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 22.44889 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 27.38519 29.61000 21.90705 28.86702 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 29.61000 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 25.18553 27.87477 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 26.52965 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 28.30818 38.95374 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 29.61000 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.56089 29.61000 26.07669 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 29.24188 26.70827 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] 23.18858 29.61000 30.24000 26.85000 164 NA
## INFO [12:38:56.058] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:56.058] [bbotk] 3261 0.37 0.1799639036 7 0.2524731
## INFO [12:38:56.058] [bbotk] 3262 0.17 0.2248818646 6 0.3048087
## INFO [12:38:56.058] [bbotk] 3263 0.02 0.0489937575 4 0.2342094
## INFO [12:38:56.058] [bbotk] 3264 0.22 0.1870738973 5 0.2771904
## INFO [12:38:56.058] [bbotk] 3265 0.07 0.0098579180 2 0.1945370
## INFO [12:38:56.058] [bbotk] 3266 0.00 0.2281179312 4 0.3098895
## INFO [12:38:56.058] [bbotk] 3267 0.00 0.0707329523 4 0.1668404
## INFO [12:38:56.058] [bbotk] 3268 0.12 0.1716398425 5 0.3040807
## INFO [12:38:56.058] [bbotk] 3269 0.02 0.0011229791 1 0.2005416
## INFO [12:38:56.058] [bbotk] 3270 0.02 0.0009006126 1 0.2003192
## INFO [12:38:56.058] [bbotk] 3271 0.22 0.2661600394 7 0.2485645
## INFO [12:38:56.058] [bbotk] 3272 0.22 0.2619103818 8 0.3245692
## INFO [12:38:56.058] [bbotk] 3273 0.02 0.1764705882 3 0.2463630
## INFO [12:38:56.058] [bbotk] 3274 0.32 0.1020149345 4 0.2325502
## INFO [12:38:56.058] [bbotk] 3275 0.17 0.0373186621 2 0.2355150
## INFO [12:38:56.058] [bbotk] 3276 0.37 0.1277206438 5 0.2853908
## INFO [12:38:56.058] [bbotk] 3277 0.02 0.0588235294 1 0.1749689
## INFO [12:38:56.058] [bbotk] 3278 0.22 0.1372347368 5 0.2507656
## INFO [12:38:56.058] [bbotk] 3279 0.22 0.1962494377 5 0.3123948
## INFO [12:38:56.058] [bbotk] 3280 0.07 0.0619418901 2 0.2609559
## INFO [12:38:56.366] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:56.535] [bbotk] Result of batch 165:
## INFO [12:38:56.542] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:56.542] [bbotk] FREE 4 8 4 5 902.0000 0.7700000 909.93511 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 3 4 5 902.0000 0.7886899 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 429.46685 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 7 4 5 992.3108 0.7662558 37.20447 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 5 4 4 975.6291 0.7842178 876.03090 1576.076
## INFO [12:38:56.542] [bbotk] FREE 1 5 4 0 905.0007 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 5 4 8 947.8267 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] BACK 1 5 4 5 902.0000 0.7700000 467.87000 1721.000
## INFO [12:38:56.542] [bbotk] BACK 1 7 3 5 902.0000 0.7463649 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 7 4 5 902.0000 0.7924448 954.16697 1030.000
## INFO [12:38:56.542] [bbotk] FREE 8 7 4 1 934.0091 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 12 1 4 5 902.0000 0.7751657 209.09872 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 4 4 5 979.2095 0.7561830 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 2 8 4 5 884.2023 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 9 1 4 5 998.8653 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 10 5 4 3 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 2 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:56.542] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:56.542] [bbotk] 25.08239 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.24188 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.59645 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 30.40475 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.24188 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 26.95883 29.61000 37.37582 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.45456 29.61000 31.88374 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.46166 29.61000 36.47358 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 21.62739 29.61000 25.26179 26.75593 165 NA
## INFO [12:38:56.542] [bbotk] 24.35651 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.65534 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.24188 29.61000 32.80146 24.50784 165 NA
## INFO [12:38:56.542] [bbotk] 29.24188 29.61000 30.24000 23.76593 165 NA
## INFO [12:38:56.542] [bbotk] 35.00571 23.96243 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.24188 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.24188 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.24188 29.61000 30.24000 28.21859 165 NA
## INFO [12:38:56.542] [bbotk] 31.60794 28.97828 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.24188 29.61000 32.75483 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] 29.65534 29.61000 30.24000 26.85000 165 NA
## INFO [12:38:56.542] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:56.542] [bbotk] 3281 0.12 0.16204571 4 0.3022362
## INFO [12:38:56.542] [bbotk] 3282 0.12 0.06187743 2 0.1956767
## INFO [12:38:56.542] [bbotk] 3283 0.02 0.06265279 3 0.2619737
## INFO [12:38:56.542] [bbotk] 3284 0.12 0.06402806 4 0.2592904
## INFO [12:38:56.542] [bbotk] 3285 0.00 0.20429700 6 0.2132119
## INFO [12:38:56.542] [bbotk] 3286 0.07 0.15029854 5 0.2305029
## INFO [12:38:56.542] [bbotk] 3287 0.00 0.13987896 5 0.2122637
## INFO [12:38:56.542] [bbotk] 3288 0.00 0.17970144 5 0.2711125
## INFO [12:38:56.542] [bbotk] 3289 0.17 0.16869514 6 0.2893239
## INFO [12:38:56.542] [bbotk] 3290 0.07 0.05377755 3 0.2527915
## INFO [12:38:56.542] [bbotk] 3291 0.02 0.13068404 4 0.2992482
## INFO [12:38:56.542] [bbotk] 3292 0.27 0.15426959 6 0.2928548
## INFO [12:38:56.542] [bbotk] 3293 0.17 0.10395994 4 0.2352927
## INFO [12:38:56.542] [bbotk] 3294 0.42 0.16947187 5 0.3089425
## INFO [12:38:56.542] [bbotk] 3295 0.02 0.05882353 1 0.1749689
## INFO [12:38:56.542] [bbotk] 3296 0.12 0.15197212 3 0.2897324
## INFO [12:38:56.542] [bbotk] 3297 0.12 0.18335729 4 0.2670815
## INFO [12:38:56.542] [bbotk] 3298 0.32 0.07096871 3 0.1516158
## INFO [12:38:56.542] [bbotk] 3299 0.17 0.06665887 2 0.1815156
## INFO [12:38:56.542] [bbotk] 3300 0.00 0.06051781 2 0.1732746
## INFO [12:38:56.807] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:56.948] [bbotk] Result of batch 166:
## INFO [12:38:56.954] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:56.954] [bbotk] FREE 1 6 6 5 934.0091 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 8 4 4 931.8156 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] BREAST 1 7 4 5 982.3582 0.7700000 719.30600 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1675.9608
## INFO [12:38:56.954] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] BREAST 8 5 10 5 902.0000 0.7700000 781.53902 979.4659
## INFO [12:38:56.954] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 12 5 1 0 902.0000 0.7700000 329.59764 1731.6414
## INFO [12:38:56.954] [bbotk] BREAST 1 7 12 7 934.0091 0.7700000 61.17966 1053.8991
## INFO [12:38:56.954] [bbotk] FREE 1 7 7 5 902.0000 0.7700000 638.55767 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 7 1 5 902.0000 0.7607252 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 7 2 2 902.0000 0.7700000 871.32308 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 3 4 5 902.0000 0.7693503 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 9 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 8 4 4 5 899.5193 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:56.954] [bbotk] FREE 7 7 4 5 902.0000 0.7531205 467.87000 1027.8400
## INFO [12:38:56.954] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:56.954] [bbotk] 25.86822 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.24188 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 30.61381 23.68448 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.46244 29.61000 21.91724 25.51254 166 NA
## INFO [12:38:56.954] [bbotk] 29.24188 25.48064 28.32677 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.45464 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.65534 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 22.64176 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.43990 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 32.80710 29.61000 25.18177 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.65534 29.61000 32.09259 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 23.92784 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.47925 29.61000 35.66310 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.39221 29.61000 30.24000 22.75817 166 NA
## INFO [12:38:56.954] [bbotk] 29.39920 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.56952 29.61000 30.24000 25.55814 166 NA
## INFO [12:38:56.954] [bbotk] 29.24188 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.90948 29.61000 23.49075 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.49917 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] 29.24188 29.61000 30.24000 26.85000 166 NA
## INFO [12:38:56.954] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:56.954] [bbotk] 3301 0.07 0.14281423 4 0.2129895
## INFO [12:38:56.954] [bbotk] 3302 0.07 0.05882353 1 0.2582422
## INFO [12:38:56.954] [bbotk] 3303 0.17 0.15681125 5 0.2267919
## INFO [12:38:56.954] [bbotk] 3304 0.17 0.13642212 6 0.3078338
## INFO [12:38:56.954] [bbotk] 3305 0.17 0.11980861 4 0.2254455
## INFO [12:38:56.954] [bbotk] 3306 0.00 0.05969541 2 0.1740970
## INFO [12:38:56.954] [bbotk] 3307 0.00 0.06051781 2 0.2030656
## INFO [12:38:56.954] [bbotk] 3308 0.17 0.28480100 7 0.3661679
## INFO [12:38:56.954] [bbotk] 3309 0.00 0.05963500 2 0.1741574
## INFO [12:38:56.954] [bbotk] 3310 0.17 0.31659405 8 0.3369208
## INFO [12:38:56.954] [bbotk] 3311 0.37 0.22188807 8 0.2871790
## INFO [12:38:56.954] [bbotk] 3312 0.02 0.09116102 3 0.2313515
## INFO [12:38:56.954] [bbotk] 3313 0.12 0.07820823 4 0.2157724
## INFO [12:38:56.954] [bbotk] 3314 0.27 0.16381781 5 0.2352712
## INFO [12:38:56.954] [bbotk] 3315 0.00 0.05946820 2 0.1743242
## INFO [12:38:56.954] [bbotk] 3316 0.07 0.06677290 4 0.1968375
## INFO [12:38:56.954] [bbotk] 3317 0.22 0.05882353 1 0.1994186
## INFO [12:38:56.954] [bbotk] 3318 0.22 0.14229012 5 0.2812028
## INFO [12:38:56.954] [bbotk] 3319 0.00 0.05987789 2 0.1739145
## INFO [12:38:56.954] [bbotk] 3320 0.07 0.06171206 3 0.2556145
## INFO [12:38:57.188] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:57.370] [bbotk] Result of batch 167:
## INFO [12:38:57.377] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:57.377] [bbotk] FREE 1 7 4 5 902.0000 0.7182449 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 11 3 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 3 4 4 902.0000 0.7700000 467.8700 1780.843
## INFO [12:38:57.377] [bbotk] FREE 11 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 9 7 4 1 902.0000 0.7700000 467.8700 1094.362
## INFO [12:38:57.377] [bbotk] FREE 1 5 4 5 894.0877 0.7577296 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 5 4 5 926.2685 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 8 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 5 4 5 971.1177 0.7788098 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 3 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 6 11 5 902.0000 0.7614955 325.1074 1030.000
## INFO [12:38:57.377] [bbotk] BACK 4 7 4 8 961.0821 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 1 7 4 5 902.0000 0.7713610 340.0764 1030.000
## INFO [12:38:57.377] [bbotk] FREE 7 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:57.377] [bbotk] FREE 11 3 3 5 902.0000 0.7700000 883.1896 1030.000
## INFO [12:38:57.377] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:57.377] [bbotk] 34.07132 29.61000 38.33292 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.43463 29.61000 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.49917 29.61000 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 33.40640 29.61000 32.38650 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.24188 29.61000 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.24188 29.61000 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.24188 36.19558 21.77281 28.63488 167 NA
## INFO [12:38:57.377] [bbotk] 29.45846 29.61000 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 33.75228 26.09580 28.42805 26.32239 167 NA
## INFO [12:38:57.377] [bbotk] 29.24188 29.61000 30.24000 30.45998 167 NA
## INFO [12:38:57.377] [bbotk] 29.46187 29.61000 25.64100 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 21.40378 29.61000 38.73110 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.44945 29.61000 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.24188 24.81235 29.81012 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.46244 29.61000 30.21855 25.80116 167 NA
## INFO [12:38:57.377] [bbotk] 29.24188 32.51210 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.24188 29.61000 35.59122 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 29.32269 29.61000 30.24000 32.66052 167 NA
## INFO [12:38:57.377] [bbotk] 29.24188 32.72734 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] 28.70145 27.68765 30.24000 26.85000 167 NA
## INFO [12:38:57.377] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:57.377] [bbotk] 3321 0.12 0.053461436 3 0.2398082
## INFO [12:38:57.377] [bbotk] 3322 0.07 0.118436913 3 0.2522362
## INFO [12:38:57.377] [bbotk] 3323 0.02 0.001054357 1 0.2004730
## INFO [12:38:57.377] [bbotk] 3324 0.02 0.186746313 5 0.2617221
## INFO [12:38:57.377] [bbotk] 3325 0.07 0.058823529 1 0.2582422
## INFO [12:38:57.377] [bbotk] 3326 0.07 0.000000000 0 0.1994186
## INFO [12:38:57.377] [bbotk] 3327 0.32 0.182432831 6 0.3253521
## INFO [12:38:57.377] [bbotk] 3328 0.00 0.064519803 4 0.1788902
## INFO [12:38:57.377] [bbotk] 3329 0.22 0.107832956 6 0.1892096
## INFO [12:38:57.377] [bbotk] 3330 0.02 0.135812286 3 0.2278043
## INFO [12:38:57.377] [bbotk] 3331 0.02 0.099985894 5 0.1887703
## INFO [12:38:57.377] [bbotk] 3332 0.12 0.117397554 3 0.3164115
## INFO [12:38:57.377] [bbotk] 3333 0.00 0.059674120 2 0.1741183
## INFO [12:38:57.377] [bbotk] 3334 0.27 0.078766377 3 0.2093017
## INFO [12:38:57.377] [bbotk] 3335 0.12 0.134118913 7 0.2052433
## INFO [12:38:57.377] [bbotk] 3336 0.07 0.208660076 5 0.3509519
## INFO [12:38:57.377] [bbotk] 3337 0.07 0.016672559 1 0.2160912
## INFO [12:38:57.377] [bbotk] 3338 0.07 0.037699418 4 0.2370203
## INFO [12:38:57.377] [bbotk] 3339 0.07 0.082254116 3 0.2785551
## INFO [12:38:57.377] [bbotk] 3340 0.27 0.211838362 6 0.2843601
## INFO [12:38:57.612] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:57.771] [bbotk] Result of batch 168:
## INFO [12:38:57.777] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:57.777] [bbotk] FREE 1 9 4 5 902.0000 0.7700000 386.6220 1272.137
## INFO [12:38:57.777] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 311.9153 1030.000
## INFO [12:38:57.777] [bbotk] FREE 1 7 4 5 902.0000 0.7651375 665.1655 1030.000
## INFO [12:38:57.777] [bbotk] FREE 1 7 4 9 902.0000 0.7700000 467.8700 1339.971
## INFO [12:38:57.777] [bbotk] FREE 1 7 4 7 902.0000 0.7700000 750.6817 1394.206
## INFO [12:38:57.777] [bbotk] FREE 3 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] FREE 1 5 4 5 913.5586 0.8030316 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] FREE 1 5 10 5 946.0802 0.7700000 467.8700 1055.726
## INFO [12:38:57.777] [bbotk] FREE 4 5 4 6 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] BREAST 1 7 4 5 902.0000 0.7757273 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] BACK 1 5 4 5 862.8678 0.7967649 467.8700 1423.318
## INFO [12:38:57.777] [bbotk] FREE 1 7 9 7 902.0000 0.7700000 467.8700 1134.730
## INFO [12:38:57.777] [bbotk] FREE 1 5 6 5 902.0000 0.7570099 282.7837 1030.000
## INFO [12:38:57.777] [bbotk] BACK 7 7 11 3 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] FREE 10 5 4 3 1002.8956 0.7591694 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] BREAST 1 9 4 9 871.0070 0.7828818 524.6217 1030.000
## INFO [12:38:57.777] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:57.777] [bbotk] FREE 1 7 4 4 902.0000 0.7700000 467.8700 1641.169
## INFO [12:38:57.777] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.35946 31.41503 168 NA
## INFO [12:38:57.777] [bbotk] 29.47050 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.43990 24.00761 31.69125 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.47842 35.35513 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.39221 21.41962 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.29495 29.61000 22.14112 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.61620 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.24000 26.02282 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 28.64091 35.53448 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 26.72616 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.45464 29.61000 30.24000 28.34204 168 NA
## INFO [12:38:57.777] [bbotk] 29.49917 29.86736 29.84991 26.06831 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.24000 26.73768 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 29.24188 29.61000 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] 33.11538 22.47400 30.24000 26.85000 168 NA
## INFO [12:38:57.777] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:57.777] [bbotk] 3341 0.12 0.101817806 5 0.2413804
## INFO [12:38:57.777] [bbotk] 3342 0.00 0.069410520 3 0.1836822
## INFO [12:38:57.777] [bbotk] 3343 0.07 0.013002744 2 0.2108323
## INFO [12:38:57.777] [bbotk] 3344 0.27 0.104600830 5 0.2681359
## INFO [12:38:57.777] [bbotk] 3345 0.32 0.121565801 5 0.2732010
## INFO [12:38:57.777] [bbotk] 3346 0.07 0.150022281 4 0.2649356
## INFO [12:38:57.777] [bbotk] 3347 0.12 0.093767477 5 0.1980182
## INFO [12:38:57.777] [bbotk] 3348 0.02 0.001533902 1 0.2009525
## INFO [12:38:57.777] [bbotk] 3349 0.00 0.138983325 5 0.2096572
## INFO [12:38:57.777] [bbotk] 3350 0.12 0.176470588 3 0.2506094
## INFO [12:38:57.777] [bbotk] 3351 0.27 0.080012926 4 0.2653555
## INFO [12:38:57.777] [bbotk] 3352 0.07 0.000000000 0 0.1994186
## INFO [12:38:57.777] [bbotk] 3353 0.07 0.159641179 5 0.2620100
## INFO [12:38:57.777] [bbotk] 3354 0.17 0.134280922 4 0.2668233
## INFO [12:38:57.777] [bbotk] 3355 0.00 0.139602098 6 0.2170308
## INFO [12:38:57.777] [bbotk] 3356 0.17 0.242495248 8 0.3643817
## INFO [12:38:57.777] [bbotk] 3357 0.07 0.214558692 6 0.2858131
## INFO [12:38:57.777] [bbotk] 3358 0.17 0.193069748 6 0.3260321
## INFO [12:38:57.777] [bbotk] 3359 0.07 0.000000000 0 0.1994186
## INFO [12:38:57.777] [bbotk] 3360 0.12 0.139277780 4 0.2794214
## INFO [12:38:57.980] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:58.145] [bbotk] Result of batch 169:
## INFO [12:38:58.152] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:58.152] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 9 5 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 1 0 11 2 902.0000 0.7700000 95.09165 935.5104
## INFO [12:38:58.152] [bbotk] FREE 9 9 4 5 902.0000 0.7512945 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FLY 6 5 6 4 902.0000 0.7567518 467.87000 1501.5712
## INFO [12:38:58.152] [bbotk] FREE 1 7 4 9 902.0000 0.7698304 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 1 7 4 5 902.0000 0.7746968 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] BREAST 8 0 4 5 902.0000 0.7700000 467.87000 1846.8313
## INFO [12:38:58.152] [bbotk] FREE 1 7 5 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 9 7 4 7 902.0000 0.7700000 177.18634 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 12 7 4 5 902.0000 0.7700000 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 1 7 4 5 902.0000 0.7710021 467.87000 1727.5516
## INFO [12:38:58.152] [bbotk] BREAST 1 8 4 5 902.0000 0.8135633 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] MEDLEY 1 5 4 5 900.8092 0.7700000 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 12 7 4 6 902.0000 0.7568683 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] MEDLEY 11 7 4 5 902.0000 0.7732606 340.77093 940.1306
## INFO [12:38:58.152] [bbotk] FREE 5 7 4 4 902.0000 0.7700000 43.65901 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 1 7 1 5 946.7172 0.8002222 467.87000 1030.0000
## INFO [12:38:58.152] [bbotk] FREE 1 5 4 5 902.0000 0.7283436 120.46514 1030.0000
## INFO [12:38:58.152] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:58.152] [bbotk] 29.45258 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.65534 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.24188 30.03586 27.96209 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.46244 29.61000 34.83861 22.62716 169 NA
## INFO [12:38:58.152] [bbotk] 32.79708 29.61000 26.73146 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.24188 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.24188 29.61000 30.24000 24.00088 169 NA
## INFO [12:38:58.152] [bbotk] 29.36657 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.24188 29.61000 30.24000 30.99751 169 NA
## INFO [12:38:58.152] [bbotk] 25.19424 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.65534 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.45464 29.61000 26.50869 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 31.26256 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.49759 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 31.10573 29.61000 30.24000 25.95375 169 NA
## INFO [12:38:58.152] [bbotk] 25.02013 29.61000 26.04802 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.50666 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.24188 29.61000 30.24000 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 29.45291 29.61000 28.33096 26.85000 169 NA
## INFO [12:38:58.152] [bbotk] 25.80102 29.61000 30.24000 24.24601 169 NA
## INFO [12:38:58.152] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:58.152] [bbotk] 3361 0.00 0.059686949 2 0.1741055
## INFO [12:38:58.152] [bbotk] 3362 0.02 0.001694279 1 0.2011129
## INFO [12:38:58.152] [bbotk] 3363 0.12 0.126395542 4 0.2392383
## INFO [12:38:58.152] [bbotk] 3364 0.47 0.241724494 8 0.2541737
## INFO [12:38:58.152] [bbotk] 3365 0.32 0.146203346 5 0.2790031
## INFO [12:38:58.152] [bbotk] 3366 0.12 0.324762347 7 0.2908395
## INFO [12:38:58.152] [bbotk] 3367 0.22 0.073187903 3 0.2578976
## INFO [12:38:58.152] [bbotk] 3368 0.02 0.001278432 2 0.2006971
## INFO [12:38:58.152] [bbotk] 3369 0.17 0.246672173 5 0.3277831
## INFO [12:38:58.152] [bbotk] 3370 0.07 0.075409813 2 0.1567767
## INFO [12:38:58.152] [bbotk] 3371 0.12 0.137328208 4 0.3186493
## INFO [12:38:58.152] [bbotk] 3372 0.12 0.071320886 3 0.2690571
## INFO [12:38:58.152] [bbotk] 3373 0.02 0.050571831 3 0.2499905
## INFO [12:38:58.152] [bbotk] 3374 0.22 0.125813114 4 0.2664082
## INFO [12:38:58.152] [bbotk] 3375 0.00 0.130216551 5 0.2310866
## INFO [12:38:58.152] [bbotk] 3376 0.32 0.150153299 5 0.2746031
## INFO [12:38:58.152] [bbotk] 3377 0.07 0.132557045 6 0.3318779
## INFO [12:38:58.152] [bbotk] 3378 0.22 0.143896309 3 0.2861074
## INFO [12:38:58.152] [bbotk] 3379 0.02 0.086420396 5 0.2224982
## INFO [12:38:58.152] [bbotk] 3380 0.12 0.114329776 5 0.2304751
## INFO [12:38:58.349] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:58.515] [bbotk] Result of batch 170:
## INFO [12:38:58.524] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:58.524] [bbotk] FREE 10 7 4 5 902.0000 0.7700000 233.86182 1481.217
## INFO [12:38:58.524] [bbotk] FREE 1 3 1 5 902.0000 0.7487098 467.87000 1765.264
## INFO [12:38:58.524] [bbotk] BACK 10 7 12 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 5 10 5 902.0000 0.7365460 467.87000 1576.549
## INFO [12:38:58.524] [bbotk] FREE 1 7 10 5 869.9318 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 5 4 8 902.0000 0.7468488 467.87000 1707.932
## INFO [12:38:58.524] [bbotk] FREE 1 5 4 4 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] BREAST 1 5 4 5 999.3980 0.7700000 467.87000 1863.838
## INFO [12:38:58.524] [bbotk] FREE 12 7 4 5 948.1163 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 7 4 7 902.0000 0.7567643 467.87000 1204.665
## INFO [12:38:58.524] [bbotk] MEDLEY 1 5 9 5 902.0000 0.7279809 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 59.68619 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 12 3 10 5 902.0000 0.7834022 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 4 4 5 914.6498 0.7700000 385.06691 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 529.72889 1030.000
## INFO [12:38:58.524] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.87000 1030.000
## INFO [12:38:58.524] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:58.524] [bbotk] 29.24188 29.61000 35.48112 31.72754 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 28.38025 30.24000 28.64098 170 NA
## INFO [12:38:58.524] [bbotk] 29.56952 28.94533 30.24000 22.10743 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 29.61000 30.24000 29.09750 170 NA
## INFO [12:38:58.524] [bbotk] 33.07654 29.61000 30.24000 31.41759 170 NA
## INFO [12:38:58.524] [bbotk] 29.45258 32.04093 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.45464 29.61000 38.73482 27.84047 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.50666 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.46244 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.39920 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.45258 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 29.50145 30.24000 30.23670 170 NA
## INFO [12:38:58.524] [bbotk] 29.24188 29.61000 35.84353 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.65534 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] 29.47842 29.61000 30.24000 26.85000 170 NA
## INFO [12:38:58.524] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:58.524] [bbotk] 3381 0.12 0.1414271705 5 0.3293413
## INFO [12:38:58.524] [bbotk] 3382 0.22 0.1793118211 6 0.1786971
## INFO [12:38:58.524] [bbotk] 3383 0.22 0.2042549167 6 0.3418134
## INFO [12:38:58.524] [bbotk] 3384 0.00 0.1674308707 5 0.2382698
## INFO [12:38:58.524] [bbotk] 3385 0.02 0.1088846650 4 0.2494798
## INFO [12:38:58.524] [bbotk] 3386 0.00 0.1726624433 6 0.2480118
## INFO [12:38:58.524] [bbotk] 3387 0.00 0.1176470588 2 0.1425478
## INFO [12:38:58.524] [bbotk] 3388 0.27 0.2348422708 7 0.2786542
## INFO [12:38:58.524] [bbotk] 3389 0.02 0.0751652214 2 0.2717490
## INFO [12:38:58.524] [bbotk] 3390 0.12 0.0715349068 3 0.2457361
## INFO [12:38:58.524] [bbotk] 3391 0.00 0.1844214892 5 0.2531212
## INFO [12:38:58.524] [bbotk] 3392 0.02 0.0009038137 1 0.2003224
## INFO [12:38:58.524] [bbotk] 3393 0.00 0.0847257203 3 0.1995817
## INFO [12:38:58.524] [bbotk] 3394 0.00 0.0596869487 2 0.1741055
## INFO [12:38:58.524] [bbotk] 3395 0.07 0.1786604925 4 0.2536363
## INFO [12:38:58.524] [bbotk] 3396 0.12 0.0588235294 1 0.1994186
## INFO [12:38:58.524] [bbotk] 3397 0.07 0.0174626619 2 0.2160394
## INFO [12:38:58.524] [bbotk] 3398 0.12 0.0858884338 4 0.2235509
## INFO [12:38:58.524] [bbotk] 3399 0.02 0.0055219717 2 0.2049406
## INFO [12:38:58.524] [bbotk] 3400 0.00 0.0597928377 2 0.1739996
## INFO [12:38:58.767] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:58.905] [bbotk] Result of batch 171:
## INFO [12:38:58.911] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:58.911] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] FREE 1 5 4 5 902.0000 0.7817957 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] FREE 1 7 4 5 952.9184 0.8058618 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] BACK 1 0 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7797659 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] BACK 1 5 4 5 966.5318 0.7700000 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] BACK 1 6 4 5 938.6689 0.7700000 467.8700 931.528
## INFO [12:38:58.911] [bbotk] BREAST 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] FREE 5 7 1 2 902.0000 0.7829057 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] FREE 1 7 11 7 902.0000 0.7700000 467.8700 1308.917
## INFO [12:38:58.911] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] BREAST 1 5 4 5 902.0000 0.7603012 576.4160 1030.000
## INFO [12:38:58.911] [bbotk] FREE 9 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] FREE 1 7 9 7 931.0951 0.7518151 427.7480 1801.977
## INFO [12:38:58.911] [bbotk] FREE 10 7 7 5 902.0000 0.7700000 467.8700 1074.715
## INFO [12:38:58.911] [bbotk] FREE 1 1 4 5 988.2367 0.7753735 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] FREE 1 0 4 5 898.7810 0.7700000 467.8700 1398.297
## INFO [12:38:58.911] [bbotk] MEDLEY 1 5 8 5 902.0000 0.7700000 819.0307 1030.000
## INFO [12:38:58.911] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:58.911] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:58.911] [bbotk] 29.24188 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.44253 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.24188 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.47842 29.61000 30.24000 25.14943 171 NA
## INFO [12:38:58.911] [bbotk] 29.39221 24.83294 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.43990 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 33.68659 29.61000 24.82735 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 31.55500 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.24188 28.78486 25.44309 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.46244 21.67973 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 34.28040 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.54294 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.24188 28.41860 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.43990 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 32.54830 21.66976 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.22884 29.61000 30.24000 28.50194 171 NA
## INFO [12:38:58.911] [bbotk] 32.11223 35.51127 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.24188 29.75000 30.24000 27.89710 171 NA
## INFO [12:38:58.911] [bbotk] 29.24188 32.43818 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] 29.45464 29.61000 30.24000 26.85000 171 NA
## INFO [12:38:58.911] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:58.911] [bbotk] 3401 0.07 0.000000000 0 0.1994186
## INFO [12:38:58.911] [bbotk] 3402 0.00 0.059645769 2 0.1741466
## INFO [12:38:58.911] [bbotk] 3403 0.02 0.060750930 2 0.1736283
## INFO [12:38:58.911] [bbotk] 3404 0.07 0.033429631 4 0.2281013
## INFO [12:38:58.911] [bbotk] 3405 0.32 0.136786725 4 0.2762573
## INFO [12:38:58.911] [bbotk] 3406 0.02 0.061230739 3 0.2606494
## INFO [12:38:58.911] [bbotk] 3407 0.07 0.175591852 5 0.2514891
## INFO [12:38:58.911] [bbotk] 3408 0.07 0.146066755 5 0.2754856
## INFO [12:38:58.911] [bbotk] 3409 0.32 0.088311321 4 0.2721550
## INFO [12:38:58.911] [bbotk] 3410 0.47 0.210233782 6 0.2835034
## INFO [12:38:58.911] [bbotk] 3411 0.12 0.155138614 4 0.2881010
## INFO [12:38:58.911] [bbotk] 3412 0.02 0.001233705 1 0.2006523
## INFO [12:38:58.911] [bbotk] 3413 0.22 0.130568210 5 0.2424687
## INFO [12:38:58.911] [bbotk] 3414 0.02 0.059634999 2 0.2590536
## INFO [12:38:58.911] [bbotk] 3415 0.27 0.224371987 8 0.3398472
## INFO [12:38:58.911] [bbotk] 3416 0.00 0.128713459 5 0.2692017
## INFO [12:38:58.911] [bbotk] 3417 0.27 0.124905236 5 0.2430574
## INFO [12:38:58.911] [bbotk] 3418 0.17 0.088018883 5 0.2286140
## INFO [12:38:58.911] [bbotk] 3419 0.07 0.209166269 5 0.2909378
## INFO [12:38:58.911] [bbotk] 3420 0.00 0.059695405 2 0.1740970
## INFO [12:38:59.165] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:59.306] [bbotk] Result of batch 172:
## INFO [12:38:59.312] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:59.312] [bbotk] FREE 1 7 4 0 902.0000 0.7522655 304.8741 1590.614
## INFO [12:38:59.312] [bbotk] FREE 1 7 11 2 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 1 7 4 6 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 1 7 4 5 934.0091 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 10 7 4 5 902.0000 0.7668641 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 1 1 4 5 907.3928 0.7700000 326.0405 1030.000
## INFO [12:38:59.312] [bbotk] FLY 3 8 4 5 924.4555 0.7351874 467.8700 1683.359
## INFO [12:38:59.312] [bbotk] FREE 1 6 4 5 902.0000 0.7700000 513.7620 1749.074
## INFO [12:38:59.312] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] MEDLEY 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 1 7 6 3 901.2603 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 2 5 4 5 902.0000 0.8009014 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 9 5 4 1 902.0000 0.7700000 467.8700 1461.952
## INFO [12:38:59.312] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 1 7 12 4 902.0000 0.7700000 467.8700 1730.057
## INFO [12:38:59.312] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] FREE 1 5 4 0 1019.5379 0.7850492 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] MEDLEY 1 7 4 9 978.9291 0.7700000 164.8571 1880.335
## INFO [12:38:59.312] [bbotk] FREE 1 6 4 6 1015.0140 0.7880229 467.8700 1030.000
## INFO [12:38:59.312] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:59.312] [bbotk] 21.94583 29.61000 30.24000 28.26338 172 NA
## INFO [12:38:59.312] [bbotk] 33.46204 25.85893 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.24188 29.61000 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.65534 29.61000 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.24188 29.61000 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.24188 29.61000 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 21.76515 29.61000 30.24000 29.93124 172 NA
## INFO [12:38:59.312] [bbotk] 32.38387 26.04258 25.62506 30.58315 172 NA
## INFO [12:38:59.312] [bbotk] 31.68184 29.61000 37.08355 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.49917 29.61000 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.44370 29.61000 30.24000 23.97216 172 NA
## INFO [12:38:59.312] [bbotk] 29.48365 31.28632 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 27.47297 29.61000 35.53545 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.24188 29.61000 37.95812 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.45464 29.61000 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.24188 29.61000 30.24000 25.61638 172 NA
## INFO [12:38:59.312] [bbotk] 29.40499 29.61000 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 29.24188 29.61000 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 25.84106 36.45862 30.24000 26.85000 172 NA
## INFO [12:38:59.312] [bbotk] 35.20276 29.61000 30.24000 27.09155 172 NA
## INFO [12:38:59.312] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:59.312] [bbotk] 3421 0.12 0.14267440 6 0.3026514
## INFO [12:38:59.312] [bbotk] 3422 0.47 0.14948557 4 0.2227552
## INFO [12:38:59.312] [bbotk] 3423 0.17 0.05882353 1 0.1847097
## INFO [12:38:59.312] [bbotk] 3424 0.00 0.01303698 2 0.2096207
## INFO [12:38:59.312] [bbotk] 3425 0.02 0.05882353 1 0.1749689
## INFO [12:38:59.312] [bbotk] 3426 0.07 0.05933593 2 0.2577298
## INFO [12:38:59.312] [bbotk] 3427 0.22 0.11565317 5 0.2529110
## INFO [12:38:59.312] [bbotk] 3428 0.47 0.28944690 10 0.3648726
## INFO [12:38:59.312] [bbotk] 3429 0.17 0.13641136 5 0.2678414
## INFO [12:38:59.312] [bbotk] 3430 0.00 0.05987789 2 0.1739145
## INFO [12:38:59.312] [bbotk] 3431 0.12 0.13295526 4 0.2474465
## INFO [12:38:59.312] [bbotk] 3432 0.17 0.12540005 5 0.2408760
## INFO [12:38:59.312] [bbotk] 3433 0.07 0.14644366 5 0.2481047
## INFO [12:38:59.312] [bbotk] 3434 0.00 0.22660481 5 0.3103290
## INFO [12:38:59.312] [bbotk] 3435 0.00 0.05969541 2 0.1740970
## INFO [12:38:59.312] [bbotk] 3436 0.00 0.16613368 4 0.2481470
## INFO [12:38:59.312] [bbotk] 3437 0.00 0.05949194 2 0.1743005
## INFO [12:38:59.312] [bbotk] 3438 0.02 0.16175665 4 0.2292233
## INFO [12:38:59.312] [bbotk] 3439 0.32 0.25550436 7 0.3263175
## INFO [12:38:59.312] [bbotk] 3440 0.27 0.18628129 6 0.1956221
## INFO [12:38:59.536] [bbotk] Evaluating 20 configuration(s)
## INFO [12:38:59.716] [bbotk] Result of batch 173:
## INFO [12:38:59.729] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:38:59.729] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 5 4 5 902.0000 0.8435259 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 0 4 0 902.0000 0.7700000 457.6745 1030.000
## INFO [12:38:59.729] [bbotk] FREE 10 7 4 8 931.8156 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 2 4 5 902.0000 0.7410380 467.8700 1528.462
## INFO [12:38:59.729] [bbotk] FREE 3 7 4 5 902.0000 0.7728199 802.1149 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 5 4 5 902.0000 0.7555681 204.3168 1030.000
## INFO [12:38:59.729] [bbotk] BACK 1 5 4 7 892.2752 0.7700000 852.5981 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 7 4 5 898.9349 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 9 8 4 7 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 2 5 12 5 901.4624 0.7700000 467.8700 1833.612
## INFO [12:38:59.729] [bbotk] FLY 1 7 4 4 928.8380 0.7782170 525.8595 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 1 5 5 869.7365 0.7944372 467.8700 1579.329
## INFO [12:38:59.729] [bbotk] FREE 4 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] FREE 1 7 4 5 896.2361 0.7622562 467.8700 1399.591
## INFO [12:38:59.729] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:38:59.729] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:38:59.729] [bbotk] 25.26753 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.24188 29.61000 30.24000 27.98827 173 NA
## INFO [12:38:59.729] [bbotk] 26.30692 29.61000 30.24000 21.94064 173 NA
## INFO [12:38:59.729] [bbotk] 29.24188 23.14384 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.39920 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.24188 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.50666 25.66270 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 31.08013 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.24188 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.45258 29.61000 30.24000 32.32482 173 NA
## INFO [12:38:59.729] [bbotk] 29.24188 29.61000 28.72462 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.24188 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.64927 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.52211 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.24188 29.61000 29.07714 31.46287 173 NA
## INFO [12:38:59.729] [bbotk] 29.11798 29.61000 30.24000 32.72967 173 NA
## INFO [12:38:59.729] [bbotk] 23.02039 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 27.68643 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.24188 29.06700 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] 29.39221 29.61000 30.24000 26.85000 173 NA
## INFO [12:38:59.729] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:38:59.729] [bbotk] 3441 0.02 0.075109490 2 0.1912548
## INFO [12:38:59.729] [bbotk] 3442 0.07 0.076565282 3 0.1779872
## INFO [12:38:59.729] [bbotk] 3443 0.32 0.155008399 5 0.2843568
## INFO [12:38:59.729] [bbotk] 3444 0.32 0.153285789 4 0.2941041
## INFO [12:38:59.729] [bbotk] 3445 0.00 0.059468197 2 0.1743242
## INFO [12:38:59.729] [bbotk] 3446 0.02 0.058823529 1 0.1749689
## INFO [12:38:59.729] [bbotk] 3447 0.37 0.110051063 5 0.1812334
## INFO [12:38:59.729] [bbotk] 3448 0.02 0.087499377 4 0.2869180
## INFO [12:38:59.729] [bbotk] 3449 0.07 0.000000000 0 0.1994186
## INFO [12:38:59.729] [bbotk] 3450 0.02 0.105902219 5 0.1961674
## INFO [12:38:59.729] [bbotk] 3451 0.22 0.208444193 6 0.2879311
## INFO [12:38:59.729] [bbotk] 3452 0.02 0.058823529 1 0.1749689
## INFO [12:38:59.729] [bbotk] 3453 0.02 0.002755529 2 0.2021742
## INFO [12:38:59.729] [bbotk] 3454 0.17 0.177618920 4 0.3105813
## INFO [12:38:59.729] [bbotk] 3455 0.02 0.252029030 7 0.3315160
## INFO [12:38:59.729] [bbotk] 3456 0.12 0.162182160 7 0.2896898
## INFO [12:38:59.729] [bbotk] 3457 0.17 0.191743216 6 0.2121357
## INFO [12:38:59.729] [bbotk] 3458 0.07 0.065197382 2 0.2642114
## INFO [12:38:59.729] [bbotk] 3459 0.12 0.027734364 4 0.2234978
## INFO [12:38:59.729] [bbotk] 3460 0.00 0.059439566 2 0.1743528
## INFO [12:38:59.996] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:00.145] [bbotk] Result of batch 174:
## INFO [12:39:00.151] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 4 902.0000 0.7700000 467.8700 1071.292
## INFO [12:39:00.151] [bbotk] FREE 1 7 4 5 929.4002 0.8162045 467.8700 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 2 4 5 1005.3048 0.7691190 281.3368 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.151] [bbotk] MEDLEY 1 7 4 5 902.0000 0.7700000 467.8700 1718.764
## INFO [12:39:00.151] [bbotk] FREE 1 7 4 6 902.0000 0.7532816 926.6144 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 2 4 5 968.4258 0.7700000 527.2032 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 0 7 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.151] [bbotk] FREE 8 5 3 9 902.0000 0.7700000 507.5028 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1760.652
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.151] [bbotk] FREE 7 3 4 2 902.0000 0.7700000 467.8700 1406.961
## INFO [12:39:00.151] [bbotk] FREE 11 5 4 0 902.0000 0.7548640 467.8700 1517.410
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 5 902.0000 0.7875696 467.8700 1681.692
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 2 4 5 902.0000 0.7468607 532.4781 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 5 4 5 929.5602 0.7962308 467.8700 1030.000
## INFO [12:39:00.151] [bbotk] FREE 1 6 4 2 983.9345 0.7700000 128.3443 1030.000
## INFO [12:39:00.151] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:39:00.151] [bbotk] 29.24188 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 29.61000 21.38646 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.47925 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 35.54208 22.05620 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.89806 30.30021 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 31.81944 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.46244 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.39221 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.45183 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 29.61000 35.18026 23.60560 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 29.61000 28.38376 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 30.26269 29.61000 30.24000 30.02944 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 32.66228 30.24000 24.50993 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 29.61000 30.24000 29.22509 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 29.61000 23.93855 32.75353 174 NA
## INFO [12:39:00.151] [bbotk] 29.50666 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 35.35927 29.61000 21.70862 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.24188 29.90995 23.71440 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] 29.43061 29.61000 30.24000 26.85000 174 NA
## INFO [12:39:00.151] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:39:00.151] [bbotk] 3461 0.00 0.12014086 3 0.1450416
## INFO [12:39:00.151] [bbotk] 3462 0.27 0.04484381 3 0.2397451
## INFO [12:39:00.151] [bbotk] 3463 0.22 0.10808939 5 0.1866404
## INFO [12:39:00.151] [bbotk] 3464 0.27 0.10732380 3 0.2086566
## INFO [12:39:00.151] [bbotk] 3465 0.02 0.10578588 4 0.2772138
## INFO [12:39:00.151] [bbotk] 3466 0.17 0.10050365 4 0.2028841
## INFO [12:39:00.151] [bbotk] 3467 0.00 0.05972734 2 0.1740651
## INFO [12:39:00.151] [bbotk] 3468 0.00 0.05943957 2 0.1743528
## INFO [12:39:00.151] [bbotk] 3469 0.07 0.08689382 4 0.1658305
## INFO [12:39:00.151] [bbotk] 3470 0.22 0.14936489 4 0.2292243
## INFO [12:39:00.151] [bbotk] 3471 0.07 0.24352990 6 0.2641933
## INFO [12:39:00.151] [bbotk] 3472 0.00 0.12313225 4 0.1962496
## INFO [12:39:00.151] [bbotk] 3473 0.02 0.05882353 1 0.1749689
## INFO [12:39:00.151] [bbotk] 3474 0.32 0.22284745 6 0.2354773
## INFO [12:39:00.151] [bbotk] 3475 0.00 0.22033166 6 0.3020659
## INFO [12:39:00.151] [bbotk] 3476 0.07 0.15039194 5 0.2286074
## INFO [12:39:00.151] [bbotk] 3477 0.00 0.05990857 2 0.1738838
## INFO [12:39:00.151] [bbotk] 3478 0.32 0.11825080 5 0.1907781
## INFO [12:39:00.151] [bbotk] 3479 0.22 0.09437041 5 0.1853892
## INFO [12:39:00.151] [bbotk] 3480 0.37 0.16846379 5 0.2375891
## INFO [12:39:00.387] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:00.532] [bbotk] Result of batch 175:
## INFO [12:39:00.539] [bbotk] stroke heatF laneF heatP laneP pointP reactiontimeP swimtimeP daytimeP
## INFO [12:39:00.539] [bbotk] FREE 1 8 2 5 902.0000 0.7045518 559.1124 1200.336
## INFO [12:39:00.539] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 564.5626 1030.000
## INFO [12:39:00.539] [bbotk] BACK 1 7 4 5 902.0000 0.7700000 467.8700 1192.211
## INFO [12:39:00.539] [bbotk] FREE 1 5 4 9 902.0000 0.7317331 467.8700 1609.347
## INFO [12:39:00.539] [bbotk] FLY 8 5 4 5 902.0000 0.7784020 467.8700 1694.238
## INFO [12:39:00.539] [bbotk] FREE 1 5 4 5 929.0993 0.7549799 615.2973 1381.423
## INFO [12:39:00.539] [bbotk] FREE 1 7 4 5 902.0000 0.7440560 467.8700 1030.000
## INFO [12:39:00.539] [bbotk] FREE 2 6 4 5 902.0000 0.7690639 467.8700 1650.484
## INFO [12:39:00.539] [bbotk] FREE 1 7 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.539] [bbotk] FREE 1 5 4 3 902.0000 0.7640736 467.8700 1030.000
## INFO [12:39:00.539] [bbotk] FREE 1 7 4 8 902.0000 0.8102171 467.8700 1030.000
## INFO [12:39:00.539] [bbotk] FREE 1 4 4 5 902.0000 0.7700000 467.8700 1066.345
## INFO [12:39:00.539] [bbotk] MEDLEY 1 7 4 5 980.3810 0.7649094 467.8700 1256.100
## INFO [12:39:00.539] [bbotk] FLY 1 7 6 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.539] [bbotk] FREE 1 7 7 5 902.0000 0.7700000 926.8197 1030.000
## INFO [12:39:00.539] [bbotk] FREE 1 7 4 5 934.0091 0.7867039 766.6298 1416.437
## INFO [12:39:00.539] [bbotk] FREE 1 5 7 0 889.5746 0.7700000 401.3763 1030.000
## INFO [12:39:00.539] [bbotk] FREE 1 5 4 5 902.0000 0.7700000 467.8700 1030.000
## INFO [12:39:00.539] [bbotk] FREE 1 7 4 5 936.4811 0.7700000 467.8700 1030.000
## INFO [12:39:00.539] [bbotk] FREE 1 3 6 5 900.7110 0.7700000 467.8700 1030.000
## INFO [12:39:00.539] [bbotk] mediaParcialesP medianaParcialesP maximoParcialesP minimoParcialesP dob eol
## INFO [12:39:00.539] [bbotk] 29.24188 29.61000 30.24000 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 29.50666 33.32524 30.24000 30.98702 175 NA
## INFO [12:39:00.539] [bbotk] 29.56346 29.61000 30.24000 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 34.11677 29.61000 30.24000 22.43138 175 NA
## INFO [12:39:00.539] [bbotk] 29.24188 26.38546 30.24000 31.83910 175 NA
## INFO [12:39:00.539] [bbotk] 29.24188 24.49525 40.09759 31.74749 175 NA
## INFO [12:39:00.539] [bbotk] 25.94992 22.72839 30.24000 27.85682 175 NA
## INFO [12:39:00.539] [bbotk] 35.03888 29.61000 28.15117 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 29.51467 29.61000 30.24000 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 29.44698 29.61000 30.24000 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 29.46244 29.61000 23.33484 31.07687 175 NA
## INFO [12:39:00.539] [bbotk] 29.24188 28.02464 30.24000 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 23.79188 30.85662 27.65878 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 29.24188 29.61000 30.24000 27.04369 175 NA
## INFO [12:39:00.539] [bbotk] 29.46166 23.31192 35.39821 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 25.42662 29.61000 38.90969 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 29.24188 29.61000 35.67443 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 29.24188 29.61000 30.24000 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 29.68954 29.61000 30.24000 26.85000 175 NA
## INFO [12:39:00.539] [bbotk] 23.90433 29.61000 39.86739 27.06204 175 NA
## INFO [12:39:00.539] [bbotk] x_id dist_target dist_x_interest no_changed dist_train
## INFO [12:39:00.539] [bbotk] 3481 0.12 0.144274337 5 0.2129740
## INFO [12:39:00.539] [bbotk] 3482 0.32 0.101115317 5 0.2307034
## INFO [12:39:00.539] [bbotk] 3483 0.02 0.069937837 3 0.2693565
## INFO [12:39:00.539] [bbotk] 3484 0.17 0.201099240 6 0.2831126
## INFO [12:39:00.539] [bbotk] 3485 0.22 0.255567762 7 0.3343055
## INFO [12:39:00.539] [bbotk] 3486 0.17 0.176416698 8 0.2232333
## INFO [12:39:00.539] [bbotk] 3487 0.27 0.049479462 4 0.2388905
## INFO [12:39:00.539] [bbotk] 3488 0.37 0.185536249 6 0.3143916
## INFO [12:39:00.539] [bbotk] 3489 0.02 0.001117846 1 0.2005365
## INFO [12:39:00.539] [bbotk] 3490 0.07 0.119455904 4 0.2031801
## INFO [12:39:00.539] [bbotk] 3491 0.27 0.109082261 5 0.2457837
## INFO [12:39:00.539] [bbotk] 3492 0.22 0.067165973 3 0.2066366
## INFO [12:39:00.539] [bbotk] 3493 0.12 0.136294290 7 0.3272314
## INFO [12:39:00.539] [bbotk] 3494 0.17 0.118621675 3 0.2592168
## INFO [12:39:00.539] [bbotk] 3495 0.17 0.128615711 5 0.2680863
## INFO [12:39:00.539] [bbotk] 3496 0.12 0.098542871 6 0.2804187
## INFO [12:39:00.539] [bbotk] 3497 0.07 0.201919926 6 0.2264840
## INFO [12:39:00.539] [bbotk] 3498 0.02 0.058823529 1 0.1749689
## INFO [12:39:00.539] [bbotk] 3499 0.00 0.014053133 2 0.2106369
## INFO [12:39:00.539] [bbotk] 3500 0.17 0.171038461 6 0.2452664## `x_interest` was removed from results.Veamos cuantos contrafácticos se logran.
print(cfactuals)## 123 Counterfactual(s)
##
## Desired class: 1
## Desired predicted probability range: [0.92, 1]
##
## Head:
## distance stroke gender continente heatF laneF edad heatP laneP pointP
## <fctr> <fctr> <fctr> <fctr> <fctr> <fctr> <num> <fctr> <fctr> <num>
## 1: 800 FREE M Asia 1 5 23 4 5 934.0091
## 2: 800 FREE M Asia 1 5 23 4 5 902.0000
## 3: 800 FREE M Asia 1 5 23 4 5 902.0000
## reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
## <num> <num> <num> <num> <num>
## 1: 0.77 467.87 1030 29.65534 29.61
## 2: 0.77 467.87 1030 29.65534 29.61
## 3: 0.77 467.87 1030 29.62194 29.61
## maximoParcialesP minimoParcialesP
## <num> <num>
## 1: 30.24 26.85
## 2: 30.24 26.85
## 3: 30.24 26.85head(cfactuals$predict(), 3)## 0 1
## 1 0.00 1.00
## 2 0.05 0.95
## 3 0.05 0.95Estos 186 contrafácticos representan combinaciones alternativas de valores en las características (variables explicativas) que, de ser alcanzadas, moverían al caso específico (x_interest) hacia la clase deseada con una probabilidad muy alta.
# Filtramos por aquellos que son válidos, es decir, aquellos que tienen la predicción deseada
cfactuals$subset_to_valid()
nrow(cfactuals$data)## [1] 93head(cfactuals$data,3)## distance stroke gender continente heatF laneF edad heatP laneP pointP
## <fctr> <fctr> <fctr> <fctr> <fctr> <fctr> <num> <fctr> <fctr> <num>
## 1: 800 FREE M Asia 1 5 23 4 5 934.0091
## 2: 800 FREE M Asia 1 5 23 4 5 902.0000
## 3: 800 FREE M Asia 1 5 23 4 5 902.0000
## reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
## <num> <num> <num> <num> <num>
## 1: 0.77 467.87 1030 29.65534 29.61
## 2: 0.77 467.87 1030 29.65534 29.61
## 3: 0.77 467.87 1030 29.62194 29.61
## maximoParcialesP minimoParcialesP
## <num> <num>
## 1: 30.24 26.85
## 2: 30.24 26.85
## 3: 30.24 26.85Debido a que tenemos una cantidad alta de contrafácticos, busco una representación gráfica que me ayude a comprenderlos:
# Pintamos las variables más importantes para lograr el cambio deseado
# Setting subset_zero = TRUE excludes all unchanged features from the plot.
cfactuals$plot_freq_of_feature_changes(subset_zero = TRUE)
La variable pointP tiene la mayor frecuencia relativa. Esto sugiere que
modificar los puntos de la prueba preliminar (pointP) es clave para
mover la predicción hacia la clase deseada (nadadores que bajan su
tiempo en la final).
La segunda variable es swimtimeP, que modificarla parecen influir significativamente en el resultado.
# En azul el punto de interés y en gris los contrafácticos
cfactuals$plot_parallel(feature_names = names(
cfactuals$get_freq_of_feature_changes()), digits_min_max = 2L)
Todos los contrafácticos nos indican que nuestro punto de interés debería aumentar sus puntos porque todos ellos tienen más puntos que el x_interest. Lo mismo ocurre con el swimtime, reducir el tiempo aumentaría la probabilidad de mejora (nos lo esperamos porque están inversamente relacionadas).
Algo curioso es observar que la gran mayoría de contrafácticos nada la preliminar en la calle 7. Nuestro nadador de interés nadó en la calle 2. Esto podríamos verlo como algo que se podría modificar, pero dada la naturaleza de la selección de calle por nadador, se establecerá proximamente como fijo.
rm(cfactuals, moc_classif,predictor,x_interest)Si el punto de interés inicial ya cumple con el objetivo o no permite realizar un análisis más profundo de los contrafácticos, seleccionamos otro punto con más posibilidades de mejora o fijamos valores de variables relevantes para explorar cómo cambiarían las predicciones.
Para aplicar un análisis contrafáctico, comenzamos seleccionando un registro específico de nuestro conjunto de datos.
df_random[56,]## target distance stroke gender continente heatF laneF edad heatP laneP pointP
## 56 1 200 BACK F Europe 1 8 29 1 3 886
## reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
## 56 0.72 129.16 1749 32.29 32.815
## maximoParcialesP minimoParcialesP
## 56 33.05 30.48A partir de esta información, realizaremos cambios en las variables relevantes.
set.seed(2345)
rf1 <- randomForest(
target ~ .,
data = df_random[-56,],
importance = TRUE,
proximity = TRUE,
ntree = 20,
mtry = 6
)
# Tenemos que usar iml::Predictor para poner el modelo en el formato adecuado
# type='prob' para tener las probabilidades y no las etiquetas binarizadas
predictor = iml::Predictor$new(rf1, type = "prob")
# Punto de interés para buscar contrafácticos
x_interest = df_random[56, ]Obtenemos las probabilidades predichas por el modelo para el punto de interés (x_interest).
# Predicción de la probabilidad de cada clase
predictor$predict(x_interest) ## 0 1
## 1 0.5 0.5El resultado muestra que para el nuevo punto de interés seleccionado, el modelo predice un 50% de probabilidad para ambas clases (0 y 1). Esto indica que el modelo está indeciso sobre si el nadador bajará su tiempo en la final o no. Este es un caso interesante para el análisis contrafáctico, ya que es posible identificar qué cambios en las variables podrían inclinar la predicción hacia la clase positiva
La elección de las variables a incluir en fixed_features en este caso depende del conocimiento sobre la materia. Veamos como vamos a proceder ahora:
- Variables potencialmente fijas (fixed_features): distance,stroke, gender, continente, edad, laneP, heatP y daytimeP. Se debe a que se han escogido antes de comenzar la final. Realmente son variables que hay que fijar antes de nadar la final.
- Variables potencialmente modificables: el resto.
# Ponemos las opciones para el algoritmo
moc_classif = MOCClassif$new(
predictor, epsilon = 0, fixed_features = c("distance", "stroke", "gender", "continente", "edad","laneP","heatP","daytimeP"))
# Sacamos los contrafácticos(queremos que aumente a un rango de 0.6/1)
cfactuals = moc_classif$find_counterfactuals(
x_interest, desired_class = "1", desired_prob = c(0.6, 1))## INFO [12:39:05.086] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:05.225] [bbotk] Result of batch 1:
## INFO [12:39:05.230] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:05.230] [bbotk] 9 8 868.9343 0.7633185 129.1600 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 7 6 886.0000 0.7200000 129.1600 32.29000 30.69524
## INFO [12:39:05.230] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 1 8 925.9174 0.7200000 129.1600 34.52484 32.81500
## INFO [12:39:05.230] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.21969 27.30751
## INFO [12:39:05.230] [bbotk] 8 8 886.0000 0.7200000 129.1600 28.38520 32.81500
## INFO [12:39:05.230] [bbotk] 5 8 886.0000 0.8138598 129.1600 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 10 8 998.7813 0.7200000 129.1600 33.92523 25.87985
## INFO [12:39:05.230] [bbotk] 7 8 893.9535 0.7200000 129.1600 26.79467 32.81500
## INFO [12:39:05.230] [bbotk] 11 8 886.0000 0.7175672 129.1600 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 1 5 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 1 8 872.0620 0.6286999 129.1600 25.62683 32.81500
## INFO [12:39:05.230] [bbotk] 1 8 990.2280 0.7200000 129.1600 22.99361 32.81500
## INFO [12:39:05.230] [bbotk] 10 8 905.7663 0.7507491 129.1600 30.81458 32.81500
## INFO [12:39:05.230] [bbotk] 12 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 1 8 886.0000 0.6270303 129.1600 27.11164 32.81500
## INFO [12:39:05.230] [bbotk] 1 0 886.0000 0.7200000 196.8982 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 1 8 886.0000 0.5505537 129.1600 32.29000 32.81500
## INFO [12:39:05.230] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 35.98599
## INFO [12:39:05.230] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:05.230] [bbotk] 33.05000 25.52065 1 NA 1 0.25 0.096904322
## INFO [12:39:05.230] [bbotk] 33.05000 28.45628 1 NA 2 0.00 0.136049972
## INFO [12:39:05.230] [bbotk] 25.75117 32.88059 1 NA 3 0.35 0.034820248
## INFO [12:39:05.230] [bbotk] 33.05000 28.47508 1 NA 4 0.05 0.033391592
## INFO [12:39:05.230] [bbotk] 33.05000 32.79909 1 NA 5 0.10 0.040932912
## INFO [12:39:05.230] [bbotk] 24.83157 24.13143 1 NA 6 0.35 0.132375968
## INFO [12:39:05.230] [bbotk] 33.05000 21.79778 1 NA 7 0.25 0.117848626
## INFO [12:39:05.230] [bbotk] 33.05000 25.34141 1 NA 8 0.05 0.158238403
## INFO [12:39:05.230] [bbotk] 33.05000 28.68581 1 NA 9 0.20 0.093188809
## INFO [12:39:05.230] [bbotk] 33.05000 21.60255 1 NA 10 0.20 0.103891971
## INFO [12:39:05.230] [bbotk] 33.05000 22.11125 1 NA 11 0.10 0.100934679
## INFO [12:39:05.230] [bbotk] 33.05000 31.38834 1 NA 12 0.15 0.004570706
## INFO [12:39:05.230] [bbotk] 33.05000 27.31526 1 NA 13 0.20 0.063086322
## INFO [12:39:05.230] [bbotk] 33.05000 32.60065 1 NA 14 0.15 0.085699593
## INFO [12:39:05.230] [bbotk] 33.05000 29.46042 1 NA 15 0.00 0.082028648
## INFO [12:39:05.230] [bbotk] 33.05000 32.99412 1 NA 16 0.15 0.071474439
## INFO [12:39:05.230] [bbotk] 36.32459 31.00545 1 NA 17 0.10 0.049257434
## INFO [12:39:05.230] [bbotk] 33.05000 26.34667 1 NA 18 0.15 0.083813769
## INFO [12:39:05.230] [bbotk] 33.05000 21.96087 1 NA 19 0.20 0.070555168
## INFO [12:39:05.230] [bbotk] 39.11411 29.89327 1 NA 20 0.20 0.034141950
## INFO [12:39:05.230] [bbotk] no_changed dist_train
## INFO [12:39:05.230] [bbotk] 4 0.2404449
## INFO [12:39:05.230] [bbotk] 4 0.2240350
## INFO [12:39:05.230] [bbotk] 2 0.1848492
## INFO [12:39:05.230] [bbotk] 3 0.1559153
## INFO [12:39:05.230] [bbotk] 3 0.1823184
## INFO [12:39:05.230] [bbotk] 4 0.2467485
## INFO [12:39:05.230] [bbotk] 3 0.2613892
## INFO [12:39:05.230] [bbotk] 5 0.2578066
## INFO [12:39:05.230] [bbotk] 4 0.2156334
## INFO [12:39:05.230] [bbotk] 3 0.2507005
## INFO [12:39:05.230] [bbotk] 2 0.1889197
## INFO [12:39:05.230] [bbotk] 1 0.1545997
## INFO [12:39:05.230] [bbotk] 4 0.1613310
## INFO [12:39:05.230] [bbotk] 3 0.2045707
## INFO [12:39:05.230] [bbotk] 5 0.2100082
## INFO [12:39:05.230] [bbotk] 2 0.2215034
## INFO [12:39:05.230] [bbotk] 4 0.1632601
## INFO [12:39:05.230] [bbotk] 3 0.1717987
## INFO [12:39:05.230] [bbotk] 2 0.1793770
## INFO [12:39:05.230] [bbotk] 3 0.1748589
## INFO [12:39:05.393] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:05.545] [bbotk] Result of batch 2:
## INFO [12:39:05.550] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:05.550] [bbotk] 11 8 886.0000 0.7200000 129.1600 32.29000 22.87720
## INFO [12:39:05.550] [bbotk] 1 5 891.0890 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.550] [bbotk] 1 5 886.0000 0.7200000 167.6122 32.29000 22.57781
## INFO [12:39:05.550] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.550] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.550] [bbotk] 10 8 886.0000 0.6270303 155.0681 32.29000 26.51806
## INFO [12:39:05.550] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29000 27.30751
## INFO [12:39:05.550] [bbotk] 1 8 886.0000 0.7200000 129.1600 22.99361 32.81500
## INFO [12:39:05.550] [bbotk] 1 5 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.550] [bbotk] 12 5 886.0000 0.7200000 129.1600 32.29000 31.11477
## INFO [12:39:05.550] [bbotk] 1 8 886.0000 0.8138598 129.1600 24.97302 24.87998
## INFO [12:39:05.550] [bbotk] 8 0 927.2642 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:05.550] [bbotk] 2 8 886.0000 0.7349963 192.7892 26.78603 32.81500
## INFO [12:39:05.550] [bbotk] 1 8 905.7663 0.7200000 307.1559 30.81458 32.81500
## INFO [12:39:05.550] [bbotk] 1 8 886.0000 0.6034395 446.6743 32.29000 32.81500
## INFO [12:39:05.550] [bbotk] 1 8 956.8250 0.7158597 129.1600 32.29000 32.81500
## INFO [12:39:05.550] [bbotk] 4 8 886.0000 0.7678991 129.1600 32.29000 32.81500
## INFO [12:39:05.550] [bbotk] 1 8 893.9535 0.6785168 164.8789 34.70735 32.81500
## INFO [12:39:05.550] [bbotk] 4 8 886.0000 0.7200000 129.1600 31.62159 21.77776
## INFO [12:39:05.550] [bbotk] 3 2 907.1625 0.7200000 129.1600 33.53305 24.42641
## INFO [12:39:05.550] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:05.550] [bbotk] 25.75117 21.83039 2 NA 21 0.20 0.16362361
## INFO [12:39:05.550] [bbotk] 31.81448 21.60255 2 NA 22 0.10 0.10914721
## INFO [12:39:05.550] [bbotk] 33.05000 30.48000 2 NA 23 0.10 0.10089882
## INFO [12:39:05.550] [bbotk] 33.05000 27.34761 2 NA 24 0.20 0.01576206
## INFO [12:39:05.550] [bbotk] 33.05000 30.48000 2 NA 25 0.10 0.00000000
## INFO [12:39:05.550] [bbotk] 36.32459 24.42096 2 NA 26 0.30 0.14072625
## INFO [12:39:05.550] [bbotk] 33.05000 32.10556 2 NA 27 0.10 0.08835922
## INFO [12:39:05.550] [bbotk] 33.62047 25.11254 2 NA 28 0.30 0.06688069
## INFO [12:39:05.550] [bbotk] 33.05000 30.48000 2 NA 29 0.10 0.05882353
## INFO [12:39:05.550] [bbotk] 33.05000 26.64145 2 NA 30 0.05 0.14355533
## INFO [12:39:05.550] [bbotk] 33.05000 21.79778 2 NA 31 0.25 0.11977741
## INFO [12:39:05.550] [bbotk] 33.05000 24.13143 2 NA 32 0.15 0.16421508
## INFO [12:39:05.550] [bbotk] 31.13329 30.48000 2 NA 33 0.15 0.09373699
## INFO [12:39:05.550] [bbotk] 33.05000 30.48000 2 NA 34 0.05 0.02406428
## INFO [12:39:05.550] [bbotk] 33.05000 30.48000 2 NA 35 0.10 0.03869293
## INFO [12:39:05.550] [bbotk] 36.03170 22.47468 2 NA 36 0.10 0.07534629
## INFO [12:39:05.550] [bbotk] 33.05000 24.61212 2 NA 37 0.30 0.09617708
## INFO [12:39:05.550] [bbotk] 33.05000 30.48000 2 NA 38 0.15 0.02171265
## INFO [12:39:05.550] [bbotk] 33.05000 30.48000 2 NA 39 0.10 0.10436077
## INFO [12:39:05.550] [bbotk] 31.70009 29.88977 2 NA 40 0.05 0.16994355
## INFO [12:39:05.550] [bbotk] no_changed dist_train
## INFO [12:39:05.550] [bbotk] 4 0.2749967
## INFO [12:39:05.550] [bbotk] 4 0.1957148
## INFO [12:39:05.550] [bbotk] 3 0.1921043
## INFO [12:39:05.550] [bbotk] 1 0.1625706
## INFO [12:39:05.550] [bbotk] 0 0.1500290
## INFO [12:39:05.550] [bbotk] 6 0.2354260
## INFO [12:39:05.550] [bbotk] 3 0.1795647
## INFO [12:39:05.550] [bbotk] 3 0.1949621
## INFO [12:39:05.550] [bbotk] 1 0.1500290
## INFO [12:39:05.550] [bbotk] 4 0.2315403
## INFO [12:39:05.550] [bbotk] 4 0.2249032
## INFO [12:39:05.550] [bbotk] 4 0.2507826
## INFO [12:39:05.550] [bbotk] 5 0.2261783
## INFO [12:39:05.550] [bbotk] 3 0.1623048
## INFO [12:39:05.550] [bbotk] 2 0.1649423
## INFO [12:39:05.550] [bbotk] 4 0.1965170
## INFO [12:39:05.550] [bbotk] 3 0.2397176
## INFO [12:39:05.550] [bbotk] 4 0.1668603
## INFO [12:39:05.550] [bbotk] 3 0.2402683
## INFO [12:39:05.550] [bbotk] 7 0.2541141
## INFO [12:39:05.818] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:05.966] [bbotk] Result of batch 3:
## INFO [12:39:05.972] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:05.972] [bbotk] 1 5 986.7291 0.7200000 741.97805 32.29000
## INFO [12:39:05.972] [bbotk] 8 2 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:05.972] [bbotk] 3 8 907.7963 0.6647304 129.16000 31.51932
## INFO [12:39:05.972] [bbotk] 1 2 905.2372 0.7200000 129.16000 32.29000
## INFO [12:39:05.972] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:05.972] [bbotk] 1 8 905.7663 0.7200000 129.16000 32.29000
## INFO [12:39:05.972] [bbotk] 1 8 886.0000 0.7200000 129.16000 24.21154
## INFO [12:39:05.972] [bbotk] 1 6 886.0000 0.6285199 267.36213 32.29000
## INFO [12:39:05.972] [bbotk] 2 8 886.0000 0.7200000 129.16000 32.33266
## INFO [12:39:05.972] [bbotk] 12 4 897.0275 0.7200000 129.16000 32.29000
## INFO [12:39:05.972] [bbotk] 1 8 886.0000 0.6034395 736.72772 32.29000
## INFO [12:39:05.972] [bbotk] 1 8 886.0000 0.7200000 45.69538 32.29000
## INFO [12:39:05.972] [bbotk] 4 6 886.0000 0.7200000 222.74540 32.29000
## INFO [12:39:05.972] [bbotk] 1 8 1015.8498 0.7158597 129.16000 32.29000
## INFO [12:39:05.972] [bbotk] 1 2 886.0000 0.7200000 129.16000 29.90168
## INFO [12:39:05.972] [bbotk] 1 5 886.0000 0.7200000 129.16000 32.43693
## INFO [12:39:05.972] [bbotk] 1 0 1013.8725 0.7200000 442.29573 32.29000
## INFO [12:39:05.972] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:05.972] [bbotk] 1 5 886.0000 0.7200000 96.34815 32.29000
## INFO [12:39:05.972] [bbotk] 1 8 889.0959 0.7145550 451.83315 22.76676
## INFO [12:39:05.972] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:05.972] [bbotk] 32.81500 33.05000 30.48000 3 NA 41 0.00
## INFO [12:39:05.972] [bbotk] 32.81500 25.87849 26.99268 3 NA 42 0.25
## INFO [12:39:05.972] [bbotk] 24.20579 21.86016 29.93995 3 NA 43 0.20
## INFO [12:39:05.972] [bbotk] 29.21414 30.97425 30.48000 3 NA 44 0.05
## INFO [12:39:05.972] [bbotk] 32.43896 33.05000 26.64145 3 NA 45 0.15
## INFO [12:39:05.972] [bbotk] 32.81500 33.05000 26.61760 3 NA 46 0.00
## INFO [12:39:05.972] [bbotk] 32.81500 32.12154 30.48000 3 NA 47 0.15
## INFO [12:39:05.972] [bbotk] 21.38048 33.05000 30.48000 3 NA 48 0.05
## INFO [12:39:05.972] [bbotk] 32.81500 33.05000 23.37021 3 NA 49 0.20
## INFO [12:39:05.972] [bbotk] 32.81500 28.84364 30.48000 3 NA 50 0.20
## INFO [12:39:05.972] [bbotk] 33.15396 30.50560 30.48000 3 NA 51 0.05
## INFO [12:39:05.972] [bbotk] 32.81500 33.05000 30.48000 3 NA 52 0.20
## INFO [12:39:05.972] [bbotk] 32.81500 33.05000 30.48000 3 NA 53 0.05
## INFO [12:39:05.972] [bbotk] 24.11539 36.03170 23.20884 3 NA 54 0.15
## INFO [12:39:05.972] [bbotk] 29.23529 33.64552 30.78701 3 NA 55 0.10
## INFO [12:39:05.972] [bbotk] 32.81500 31.80307 22.45186 3 NA 56 0.10
## INFO [12:39:05.972] [bbotk] 27.30751 37.58634 28.76666 3 NA 57 0.00
## INFO [12:39:05.972] [bbotk] 32.81500 33.05000 30.48000 3 NA 58 0.10
## INFO [12:39:05.972] [bbotk] 32.81500 33.05000 30.48000 3 NA 59 0.20
## INFO [12:39:05.972] [bbotk] 21.55678 33.05000 30.48000 3 NA 60 0.10
## INFO [12:39:05.972] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:05.972] [bbotk] 0.132437605 3 0.2222256
## INFO [12:39:05.972] [bbotk] 0.157539017 4 0.2455240
## INFO [12:39:05.972] [bbotk] 0.149700695 7 0.2321168
## INFO [12:39:05.972] [bbotk] 0.086070499 4 0.1657181
## INFO [12:39:05.972] [bbotk] 0.020773543 2 0.1658948
## INFO [12:39:05.972] [bbotk] 0.026439765 2 0.1604686
## INFO [12:39:05.972] [bbotk] 0.035996449 2 0.1745958
## INFO [12:39:05.972] [bbotk] 0.126661646 4 0.2178671
## INFO [12:39:05.972] [bbotk] 0.094774451 3 0.2415830
## INFO [12:39:05.972] [bbotk] 0.134660303 4 0.1956570
## INFO [12:39:05.972] [bbotk] 0.065882634 4 0.1784231
## INFO [12:39:05.972] [bbotk] 0.005164608 1 0.1551787
## INFO [12:39:05.972] [bbotk] 0.123437919 3 0.2146433
## INFO [12:39:05.972] [bbotk] 0.126301784 5 0.2245169
## INFO [12:39:05.972] [bbotk] 0.085891375 5 0.1661756
## INFO [12:39:05.972] [bbotk] 0.103707870 4 0.1916929
## INFO [12:39:05.972] [bbotk] 0.167623471 6 0.2382160
## INFO [12:39:05.972] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:05.972] [bbotk] 0.060853855 2 0.1520444
## INFO [12:39:05.972] [bbotk] 0.104632315 5 0.2220881
## INFO [12:39:06.210] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:06.341] [bbotk] Result of batch 4:
## INFO [12:39:06.347] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:06.347] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 5 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.84403
## INFO [12:39:06.347] [bbotk] 8 8 1002.4525 0.7125181 129.1600 33.99218
## INFO [12:39:06.347] [bbotk] 11 8 886.0000 0.6046804 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 3 886.0000 0.7564232 449.4423 32.29000
## INFO [12:39:06.347] [bbotk] 1 4 886.0000 0.7161968 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 7 905.7663 0.7507491 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 8 886.0000 0.6168532 935.6544 32.29000
## INFO [12:39:06.347] [bbotk] 7 8 948.4021 0.7200000 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 5 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 12 8 925.9174 0.7035503 767.8938 32.29000
## INFO [12:39:06.347] [bbotk] 1 6 965.2265 0.7200000 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 0 1013.8725 0.7200000 442.2957 27.25947
## INFO [12:39:06.347] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 1 5 878.5774 0.7502031 129.1600 32.29000
## INFO [12:39:06.347] [bbotk] 4 8 888.0976 0.7200000 129.1600 31.02341
## INFO [12:39:06.347] [bbotk] 10 8 903.5941 0.7200000 566.6184 32.29000
## INFO [12:39:06.347] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:06.347] [bbotk] 32.81500 33.05000 30.48000 4 NA 61 0.10
## INFO [12:39:06.347] [bbotk] 32.81500 33.05000 30.48000 4 NA 62 0.10
## INFO [12:39:06.347] [bbotk] 31.92147 25.11851 30.48000 4 NA 63 0.25
## INFO [12:39:06.347] [bbotk] 22.02559 33.05000 29.26745 4 NA 64 0.00
## INFO [12:39:06.347] [bbotk] 25.18876 33.05000 30.48000 4 NA 65 0.10
## INFO [12:39:06.347] [bbotk] 31.24956 26.18362 30.48000 4 NA 66 0.15
## INFO [12:39:06.347] [bbotk] 32.81500 38.55904 26.61760 4 NA 67 0.05
## INFO [12:39:06.347] [bbotk] 32.81500 22.89750 30.48000 4 NA 68 0.25
## INFO [12:39:06.347] [bbotk] 32.81500 30.50560 30.48000 4 NA 69 0.05
## INFO [12:39:06.347] [bbotk] 32.81500 30.82091 30.48000 4 NA 70 0.10
## INFO [12:39:06.347] [bbotk] 30.69524 33.05000 30.48000 4 NA 71 0.00
## INFO [12:39:06.347] [bbotk] 32.81500 33.05000 30.48000 4 NA 72 0.10
## INFO [12:39:06.347] [bbotk] 29.57010 33.05000 32.07557 4 NA 73 0.10
## INFO [12:39:06.347] [bbotk] 22.50530 33.05000 28.47508 4 NA 74 0.00
## INFO [12:39:06.347] [bbotk] 32.81500 33.05000 30.48000 4 NA 75 0.10
## INFO [12:39:06.347] [bbotk] 30.25161 37.58634 30.48000 4 NA 76 0.05
## INFO [12:39:06.347] [bbotk] 32.81500 33.05000 30.48000 4 NA 77 0.10
## INFO [12:39:06.347] [bbotk] 29.41494 33.05000 29.65020 4 NA 78 0.10
## INFO [12:39:06.347] [bbotk] 32.81500 33.05000 30.48000 4 NA 79 0.10
## INFO [12:39:06.347] [bbotk] 26.85283 33.05000 30.48000 4 NA 80 0.00
## INFO [12:39:06.347] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:06.347] [bbotk] 0.05882353 1 0.1500290
## INFO [12:39:06.347] [bbotk] 0.05882353 1 0.1500290
## INFO [12:39:06.347] [bbotk] 0.03044686 3 0.1741495
## INFO [12:39:06.347] [bbotk] 0.15622590 6 0.2574496
## INFO [12:39:06.347] [bbotk] 0.10723826 3 0.2109376
## INFO [12:39:06.347] [bbotk] 0.11205687 5 0.1999943
## INFO [12:39:06.347] [bbotk] 0.09604464 4 0.1464292
## INFO [12:39:06.347] [bbotk] 0.10248391 4 0.1890039
## INFO [12:39:06.347] [bbotk] 0.07468564 3 0.1916097
## INFO [12:39:06.347] [bbotk] 0.08788132 3 0.2129997
## INFO [12:39:06.347] [bbotk] 0.06704317 2 0.1582486
## INFO [12:39:06.347] [bbotk] 0.00000000 0 0.1500290
## INFO [12:39:06.347] [bbotk] 0.07943488 3 0.2208204
## INFO [12:39:06.347] [bbotk] 0.16524572 6 0.2594382
## INFO [12:39:06.347] [bbotk] 0.08689812 2 0.1766861
## INFO [12:39:06.347] [bbotk] 0.16819988 6 0.2387924
## INFO [12:39:06.347] [bbotk] 0.00000000 0 0.1500290
## INFO [12:39:06.347] [bbotk] 0.08374861 5 0.1684656
## INFO [12:39:06.347] [bbotk] 0.06475706 3 0.2131227
## INFO [12:39:06.347] [bbotk] 0.11524616 4 0.2441625
## INFO [12:39:06.610] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:06.736] [bbotk] Result of batch 5:
## INFO [12:39:06.741] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:06.741] [bbotk] 8 8 886.0000 0.7119534 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 1 8 1003.5914 0.7088044 129.1600 34.38271
## INFO [12:39:06.741] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 1 8 886.0000 0.7200000 157.2537 32.29000
## INFO [12:39:06.741] [bbotk] 1 5 893.2412 0.7200000 129.1600 30.84872
## INFO [12:39:06.741] [bbotk] 12 8 888.1998 0.7200000 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 1 7 890.9555 0.7200000 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 1 8 886.2565 0.7211802 108.9157 32.29000
## INFO [12:39:06.741] [bbotk] 1 3 903.5941 0.7200000 868.2133 23.53475
## INFO [12:39:06.741] [bbotk] 1 8 886.0000 0.6285199 267.3621 32.29000
## INFO [12:39:06.741] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 7 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 1 6 886.0000 0.7200000 310.5588 32.29000
## INFO [12:39:06.741] [bbotk] 1 8 886.0000 0.7200000 129.1600 31.42610
## INFO [12:39:06.741] [bbotk] 12 0 886.0000 0.7200000 758.3182 31.94366
## INFO [12:39:06.741] [bbotk] 1 5 961.3806 0.6916294 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 1 0 1013.8725 0.7200000 129.1600 32.29000
## INFO [12:39:06.741] [bbotk] 5 8 990.3917 0.7200000 222.7454 25.15733
## INFO [12:39:06.741] [bbotk] 1 3 866.3954 0.7503997 129.1600 34.52484
## INFO [12:39:06.741] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:06.741] [bbotk] 32.81500 33.05000 30.90879 5 NA 81 0.15
## INFO [12:39:06.741] [bbotk] 32.81500 40.13392 28.14948 5 NA 82 0.00
## INFO [12:39:06.741] [bbotk] 32.81500 30.50560 30.48000 5 NA 83 0.00
## INFO [12:39:06.741] [bbotk] 32.81500 26.27399 26.61760 5 NA 84 0.25
## INFO [12:39:06.741] [bbotk] 32.21179 33.05000 30.48000 5 NA 85 0.05
## INFO [12:39:06.741] [bbotk] 31.23309 33.05000 30.48000 5 NA 86 0.05
## INFO [12:39:06.741] [bbotk] 32.81500 36.83747 25.44374 5 NA 87 0.10
## INFO [12:39:06.741] [bbotk] 29.57491 33.05000 30.48000 5 NA 88 0.15
## INFO [12:39:06.741] [bbotk] 26.85283 33.05000 29.53374 5 NA 89 0.00
## INFO [12:39:06.741] [bbotk] 21.38048 33.05000 30.48000 5 NA 90 0.10
## INFO [12:39:06.741] [bbotk] 30.69524 33.05000 28.45628 5 NA 91 0.10
## INFO [12:39:06.741] [bbotk] 32.81500 38.55904 26.61760 5 NA 92 0.05
## INFO [12:39:06.741] [bbotk] 32.94112 33.05000 30.48000 5 NA 93 0.05
## INFO [12:39:06.741] [bbotk] 30.48629 33.05000 32.94088 5 NA 94 0.10
## INFO [12:39:06.741] [bbotk] 24.69915 33.05000 30.48000 5 NA 95 0.05
## INFO [12:39:06.741] [bbotk] 32.81500 33.05000 30.19043 5 NA 96 0.00
## INFO [12:39:06.741] [bbotk] 26.84782 33.05000 28.92429 5 NA 97 0.15
## INFO [12:39:06.741] [bbotk] 29.94319 37.58634 30.48000 5 NA 98 0.05
## INFO [12:39:06.741] [bbotk] 32.81500 33.05000 29.65121 5 NA 99 0.00
## INFO [12:39:06.741] [bbotk] 32.81500 33.05000 30.48000 5 NA 100 0.15
## INFO [12:39:06.741] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:06.741] [bbotk] 0.06229599 3 0.2123249
## INFO [12:39:06.741] [bbotk] 0.08587245 5 0.1964574
## INFO [12:39:06.741] [bbotk] 0.06675101 2 0.1579564
## INFO [12:39:06.741] [bbotk] 0.04228548 3 0.1766141
## INFO [12:39:06.741] [bbotk] 0.06963455 4 0.1591767
## INFO [12:39:06.741] [bbotk] 0.06573711 3 0.2143486
## INFO [12:39:06.741] [bbotk] 0.09772220 4 0.1617928
## INFO [12:39:06.741] [bbotk] 0.01410023 4 0.1527986
## INFO [12:39:06.741] [bbotk] 0.17454676 6 0.2462872
## INFO [12:39:06.741] [bbotk] 0.06783812 3 0.1793282
## INFO [12:39:06.741] [bbotk] 0.01840291 2 0.1500012
## INFO [12:39:06.741] [bbotk] 0.15424673 4 0.2058742
## INFO [12:39:06.741] [bbotk] 0.07053714 3 0.1611222
## INFO [12:39:06.741] [bbotk] 0.02495297 3 0.1641542
## INFO [12:39:06.741] [bbotk] 0.18946738 5 0.2804269
## INFO [12:39:06.741] [bbotk] 0.09162807 4 0.1785019
## INFO [12:39:06.741] [bbotk] 0.08979024 3 0.1777752
## INFO [12:39:06.741] [bbotk] 0.12940569 4 0.2015860
## INFO [12:39:06.741] [bbotk] 0.13500498 5 0.2455352
## INFO [12:39:06.741] [bbotk] 0.07989571 4 0.1678332
## INFO [12:39:07.057] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:07.190] [bbotk] Result of batch 6:
## INFO [12:39:07.195] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:07.195] [bbotk] 1 6 1003.5914 0.7088044 199.3669 32.29000
## INFO [12:39:07.195] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:07.195] [bbotk] 1 8 986.7291 0.7200000 741.9781 32.29000
## INFO [12:39:07.195] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:07.195] [bbotk] 12 8 859.9452 0.7200000 129.1600 27.04378
## INFO [12:39:07.195] [bbotk] 12 8 888.1998 0.7442441 129.1600 32.29000
## INFO [12:39:07.195] [bbotk] 1 8 903.5941 0.7200000 868.2133 23.53475
## INFO [12:39:07.195] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:07.195] [bbotk] 9 5 886.0000 0.7200000 601.4955 24.45352
## INFO [12:39:07.195] [bbotk] 1 8 998.7813 0.7200000 129.1600 32.29000
## INFO [12:39:07.195] [bbotk] 1 4 886.0000 0.7200000 328.7097 32.29000
## INFO [12:39:07.195] [bbotk] 1 5 1002.4525 0.7200000 129.1600 32.29000
## INFO [12:39:07.195] [bbotk] 1 5 937.9648 0.7564737 129.1600 32.29000
## INFO [12:39:07.195] [bbotk] 1 8 979.5247 0.6960045 163.2021 32.29000
## INFO [12:39:07.195] [bbotk] 1 8 886.0000 0.7200000 883.9687 32.29000
## INFO [12:39:07.195] [bbotk] 2 5 886.0000 0.7200000 129.1600 34.68839
## INFO [12:39:07.195] [bbotk] 10 8 903.5941 0.7200000 566.6184 32.29000
## INFO [12:39:07.195] [bbotk] 7 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:07.195] [bbotk] 5 8 886.0000 0.7540974 756.0671 32.29000
## INFO [12:39:07.195] [bbotk] 1 8 997.4810 0.7196667 513.9173 32.29000
## INFO [12:39:07.195] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 23.63231 6 NA 101 0.10
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 102 0.10
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 103 0.05
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 26.61760 6 NA 104 0.20
## INFO [12:39:07.195] [bbotk] 32.81500 38.58648 30.48000 6 NA 105 0.10
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 106 0.15
## INFO [12:39:07.195] [bbotk] 26.85283 33.05000 30.48000 6 NA 107 0.00
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 108 0.10
## INFO [12:39:07.195] [bbotk] 28.70462 33.05000 26.62774 6 NA 109 0.15
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 110 0.10
## INFO [12:39:07.195] [bbotk] 32.81500 38.55904 25.32106 6 NA 111 0.05
## INFO [12:39:07.195] [bbotk] 26.66778 33.05000 29.26745 6 NA 112 0.00
## INFO [12:39:07.195] [bbotk] 32.81500 37.34753 30.22881 6 NA 113 0.10
## INFO [12:39:07.195] [bbotk] 27.56034 25.55404 29.16724 6 NA 114 0.20
## INFO [12:39:07.195] [bbotk] 32.81500 32.93424 32.65591 6 NA 115 0.10
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 116 0.15
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 117 0.00
## INFO [12:39:07.195] [bbotk] 30.69524 33.05000 28.45628 6 NA 118 0.10
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 119 0.10
## INFO [12:39:07.195] [bbotk] 32.81500 33.05000 30.48000 6 NA 120 0.05
## INFO [12:39:07.195] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:07.195] [bbotk] 0.14112387 5 0.2232132
## INFO [12:39:07.195] [bbotk] 0.00000000 0 0.1500290
## INFO [12:39:07.195] [bbotk] 0.07361408 2 0.2124413
## INFO [12:39:07.195] [bbotk] 0.01943540 1 0.1662439
## INFO [12:39:07.195] [bbotk] 0.10680384 4 0.2497160
## INFO [12:39:07.195] [bbotk] 0.06356449 3 0.2089080
## INFO [12:39:07.195] [bbotk] 0.11096170 4 0.2199218
## INFO [12:39:07.195] [bbotk] 0.00000000 0 0.1500290
## INFO [12:39:07.195] [bbotk] 0.21430914 6 0.2753342
## INFO [12:39:07.195] [bbotk] 0.03996503 1 0.1787923
## INFO [12:39:07.195] [bbotk] 0.11429506 4 0.1643348
## INFO [12:39:07.195] [bbotk] 0.13002758 4 0.2153705
## INFO [12:39:07.195] [bbotk] 0.09785101 5 0.1727354
## INFO [12:39:07.195] [bbotk] 0.08950469 6 0.1706144
## INFO [12:39:07.195] [bbotk] 0.05801564 3 0.2080446
## INFO [12:39:07.195] [bbotk] 0.12747512 3 0.2186805
## INFO [12:39:07.195] [bbotk] 0.09212711 3 0.2407386
## INFO [12:39:07.195] [bbotk] 0.07722644 3 0.2088247
## INFO [12:39:07.195] [bbotk] 0.10318665 3 0.2499476
## INFO [12:39:07.195] [bbotk] 0.06336665 3 0.2020850
## INFO [12:39:07.421] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:07.556] [bbotk] Result of batch 7:
## INFO [12:39:07.561] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:07.561] [bbotk] 1 7 932.3111 0.7200000 311.4975 32.29000
## INFO [12:39:07.561] [bbotk] 1 8 886.0000 0.7203434 948.6557 32.29000
## INFO [12:39:07.561] [bbotk] 1 5 922.1228 0.7334084 971.9015 34.27884
## INFO [12:39:07.561] [bbotk] 10 8 886.0000 0.7557192 359.8466 32.29000
## INFO [12:39:07.561] [bbotk] 1 8 886.0000 0.7450624 129.1600 27.16489
## INFO [12:39:07.561] [bbotk] 12 8 925.9174 0.7035503 129.1600 34.72684
## INFO [12:39:07.561] [bbotk] 8 8 886.0000 0.7125181 129.1600 32.29000
## INFO [12:39:07.561] [bbotk] 1 8 886.0000 0.6946325 129.1600 32.29000
## INFO [12:39:07.561] [bbotk] 10 8 874.9549 0.7607069 129.1600 30.45199
## INFO [12:39:07.561] [bbotk] 1 8 886.0000 0.7449556 153.1205 32.29000
## INFO [12:39:07.561] [bbotk] 1 8 886.0000 0.7200000 129.1600 24.70095
## INFO [12:39:07.561] [bbotk] 1 8 886.0000 0.7525083 222.7454 25.15733
## INFO [12:39:07.561] [bbotk] 1 0 903.5941 0.7200000 129.1600 32.29000
## INFO [12:39:07.561] [bbotk] 10 8 1013.8725 0.7200000 442.2957 32.29000
## INFO [12:39:07.561] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:07.561] [bbotk] 1 5 961.3806 0.6889366 129.1600 32.29000
## INFO [12:39:07.561] [bbotk] 1 0 886.0000 0.7200000 758.3182 32.29000
## INFO [12:39:07.561] [bbotk] 1 8 967.9970 0.7200000 765.1300 32.29000
## INFO [12:39:07.561] [bbotk] 1 8 930.6237 0.7200000 970.9828 32.29000
## INFO [12:39:07.561] [bbotk] 1 8 969.3819 0.6925641 129.1600 21.89999
## INFO [12:39:07.561] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 24.26644 7 NA 121 0.10
## INFO [12:39:07.561] [bbotk] 22.21158 33.05000 30.48000 7 NA 122 0.05
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 30.51048 7 NA 123 0.00
## INFO [12:39:07.561] [bbotk] 30.45690 33.05000 21.97361 7 NA 124 0.25
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 30.21352 7 NA 125 0.15
## INFO [12:39:07.561] [bbotk] 35.66454 33.05000 30.48000 7 NA 126 0.30
## INFO [12:39:07.561] [bbotk] 22.02559 37.83604 29.26745 7 NA 127 0.05
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 30.48000 7 NA 128 0.05
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 24.77668 7 NA 129 0.30
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 30.48000 7 NA 130 0.15
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 29.10524 7 NA 131 0.15
## INFO [12:39:07.561] [bbotk] 32.81500 29.76027 29.65121 7 NA 132 0.25
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 30.48000 7 NA 133 0.05
## INFO [12:39:07.561] [bbotk] 27.30751 37.58634 28.76666 7 NA 134 0.00
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 30.48000 7 NA 135 0.10
## INFO [12:39:07.561] [bbotk] 35.79271 33.05000 30.48000 7 NA 136 0.20
## INFO [12:39:07.561] [bbotk] 32.81500 33.05000 30.48000 7 NA 137 0.05
## INFO [12:39:07.561] [bbotk] 28.50927 38.51485 30.48000 7 NA 138 0.00
## INFO [12:39:07.561] [bbotk] 32.81500 34.87400 28.01262 7 NA 139 0.00
## INFO [12:39:07.561] [bbotk] 28.15265 39.93083 30.28725 7 NA 140 0.00
## INFO [12:39:07.561] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:07.561] [bbotk] 0.117783251 4 0.1981566
## INFO [12:39:07.561] [bbotk] 0.091880772 3 0.2332663
## INFO [12:39:07.561] [bbotk] 0.134265054 6 0.2207851
## INFO [12:39:07.561] [bbotk] 0.130881958 5 0.2606319
## INFO [12:39:07.561] [bbotk] 0.026437630 3 0.1681407
## INFO [12:39:07.561] [bbotk] 0.096691493 5 0.2203787
## INFO [12:39:07.561] [bbotk] 0.122896449 5 0.2496339
## INFO [12:39:07.561] [bbotk] 0.004145022 1 0.1541740
## INFO [12:39:07.561] [bbotk] 0.105619465 5 0.2385935
## INFO [12:39:07.561] [bbotk] 0.005560342 2 0.1523213
## INFO [12:39:07.561] [bbotk] 0.038015953 2 0.1685654
## INFO [12:39:07.561] [bbotk] 0.054750818 5 0.1770860
## INFO [12:39:07.561] [bbotk] 0.065058143 2 0.1548461
## INFO [12:39:07.561] [bbotk] 0.167623471 6 0.2671916
## INFO [12:39:07.561] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:07.561] [bbotk] 0.102157448 4 0.1760177
## INFO [12:39:07.561] [bbotk] 0.097754464 2 0.1889599
## INFO [12:39:07.561] [bbotk] 0.102131343 4 0.2180030
## INFO [12:39:07.561] [bbotk] 0.086001632 4 0.2085253
## INFO [12:39:07.561] [bbotk] 0.117092970 6 0.2021027
## INFO [12:39:07.763] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:07.913] [bbotk] Result of batch 8:
## INFO [12:39:07.919] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:07.919] [bbotk] 1 8 903.5941 0.7200000 129.16000 23.53475 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 930.6237 0.7200000 970.98279 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 886.0000 0.7200000 129.16000 31.94069 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 886.0000 0.7200000 90.11343 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 10 8 886.0000 0.6922595 205.54163 23.54459 29.13879
## INFO [12:39:07.919] [bbotk] 1 5 896.8362 0.7648543 129.16000 29.59395 27.56657
## INFO [12:39:07.919] [bbotk] 1 0 886.0000 0.7200000 442.29573 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 886.0000 0.7200000 436.95569 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 903.9950 0.7200000 874.46736 22.76278 32.81500
## INFO [12:39:07.919] [bbotk] 7 8 886.0000 0.7200000 129.16000 32.29000 31.11342
## INFO [12:39:07.919] [bbotk] 10 6 881.6162 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 886.0000 0.7200000 222.74540 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 10 8 905.7663 0.7507491 129.16000 30.81458 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 886.0000 0.7200000 480.09739 33.71563 25.90668
## INFO [12:39:07.919] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 1 6 886.0000 0.7181560 248.03100 32.41394 32.81500
## INFO [12:39:07.919] [bbotk] 1 0 886.0000 0.7327062 932.14373 32.29000 32.81500
## INFO [12:39:07.919] [bbotk] 1 0 886.0000 0.7041830 255.05562 21.74659 32.81500
## INFO [12:39:07.919] [bbotk] 1 8 886.0000 0.7116283 160.39690 32.72441 32.81500
## INFO [12:39:07.919] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:07.919] [bbotk] 33.05000 29.53374 8 NA 141 0.00 0.046873174
## INFO [12:39:07.919] [bbotk] 34.87400 30.48000 8 NA 142 0.00 0.073585891
## INFO [12:39:07.919] [bbotk] 37.55431 30.48000 8 NA 143 0.10 0.015465247
## INFO [12:39:07.919] [bbotk] 26.16457 30.48000 8 NA 144 0.30 0.023868737
## INFO [12:39:07.919] [bbotk] 33.52280 30.30923 8 NA 145 0.00 0.120506691
## INFO [12:39:07.919] [bbotk] 33.00615 30.48000 8 NA 146 0.10 0.101528383
## INFO [12:39:07.919] [bbotk] 33.05000 30.48000 8 NA 147 0.10 0.078199686
## INFO [12:39:07.919] [bbotk] 33.05000 29.26745 8 NA 148 0.15 0.006101492
## INFO [12:39:07.919] [bbotk] 33.05000 30.60946 8 NA 149 0.15 0.019697150
## INFO [12:39:07.919] [bbotk] 25.09617 30.48000 8 NA 150 0.25 0.116316420
## INFO [12:39:07.919] [bbotk] 33.81583 30.78339 8 NA 151 0.10 0.069334314
## INFO [12:39:07.919] [bbotk] 33.05000 30.48000 8 NA 152 0.05 0.119200486
## INFO [12:39:07.919] [bbotk] 33.05000 30.48000 8 NA 153 0.10 0.005790861
## INFO [12:39:07.919] [bbotk] 33.05000 29.46042 8 NA 154 0.00 0.082028648
## INFO [12:39:07.919] [bbotk] 38.51485 30.48000 8 NA 155 0.00 0.071371561
## INFO [12:39:07.919] [bbotk] 33.05000 30.48000 8 NA 156 0.10 0.000000000
## INFO [12:39:07.919] [bbotk] 33.05000 31.58718 8 NA 157 0.15 0.072559470
## INFO [12:39:07.919] [bbotk] 33.05000 30.48000 8 NA 158 0.05 0.110586581
## INFO [12:39:07.919] [bbotk] 33.05000 22.52751 8 NA 159 0.25 0.152419238
## INFO [12:39:07.919] [bbotk] 33.05000 30.48000 8 NA 160 0.15 0.005080912
## INFO [12:39:07.919] [bbotk] no_changed dist_train
## INFO [12:39:07.919] [bbotk] 3 0.1692658
## INFO [12:39:07.919] [bbotk] 3 0.2124131
## INFO [12:39:07.919] [bbotk] 2 0.1619210
## INFO [12:39:07.919] [bbotk] 2 0.1696687
## INFO [12:39:07.919] [bbotk] 7 0.2311519
## INFO [12:39:07.919] [bbotk] 6 0.1878025
## INFO [12:39:07.919] [bbotk] 2 0.1694051
## INFO [12:39:07.919] [bbotk] 1 0.1529100
## INFO [12:39:07.919] [bbotk] 2 0.1697261
## INFO [12:39:07.919] [bbotk] 4 0.2342391
## INFO [12:39:07.919] [bbotk] 4 0.2191140
## INFO [12:39:07.919] [bbotk] 3 0.2104059
## INFO [12:39:07.919] [bbotk] 1 0.1558198
## INFO [12:39:07.919] [bbotk] 5 0.2100082
## INFO [12:39:07.919] [bbotk] 4 0.2074600
## INFO [12:39:07.919] [bbotk] 0 0.1500290
## INFO [12:39:07.919] [bbotk] 5 0.1637649
## INFO [12:39:07.919] [bbotk] 3 0.1985240
## INFO [12:39:07.919] [bbotk] 5 0.2342554
## INFO [12:39:07.919] [bbotk] 3 0.1551099
## INFO [12:39:08.136] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:08.283] [bbotk] Result of batch 9:
## INFO [12:39:08.289] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:08.289] [bbotk] 1 3 983.8380 0.7185568 129.1600 34.29832 32.81500
## INFO [12:39:08.289] [bbotk] 5 8 886.0000 0.7144495 129.1600 24.93114 32.81500
## INFO [12:39:08.289] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000 23.46082
## INFO [12:39:08.289] [bbotk] 1 8 881.4654 0.7200000 928.6615 32.29000 32.81500
## INFO [12:39:08.289] [bbotk] 1 8 962.5950 0.6971107 119.5813 27.95818 32.81500
## INFO [12:39:08.289] [bbotk] 1 5 968.4139 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:08.289] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000 25.06340
## INFO [12:39:08.289] [bbotk] 1 8 886.0000 0.7200000 317.8940 25.15733 32.81500
## INFO [12:39:08.289] [bbotk] 1 6 886.0000 0.7200000 129.1600 21.89999 32.81500
## INFO [12:39:08.289] [bbotk] 7 8 886.0000 0.7367330 129.1600 32.29000 32.81500
## INFO [12:39:08.289] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:08.289] [bbotk] 1 8 886.0000 0.7200000 129.1600 33.71563 31.48569
## INFO [12:39:08.289] [bbotk] 1 8 886.0000 0.7200000 923.8051 32.29000 32.81500
## INFO [12:39:08.289] [bbotk] 1 8 903.5941 0.7200000 868.2133 32.29000 26.85283
## INFO [12:39:08.289] [bbotk] 1 7 980.4989 0.7200000 129.1600 32.95528 30.78247
## INFO [12:39:08.289] [bbotk] 1 6 904.2748 0.7491596 129.1600 32.29000 32.81500
## INFO [12:39:08.289] [bbotk] 1 5 992.8983 0.7319659 129.1600 32.29000 24.63075
## INFO [12:39:08.289] [bbotk] 8 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:08.289] [bbotk] 10 8 886.0000 0.7039219 129.1600 32.29000 27.28900
## INFO [12:39:08.289] [bbotk] 10 8 902.6471 0.7200000 275.1577 31.12545 32.81500
## INFO [12:39:08.289] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:08.289] [bbotk] 29.40921 30.48000 9 NA 161 0.15 0.113302131
## INFO [12:39:08.289] [bbotk] 38.26370 23.91676 9 NA 162 0.30 0.139155387
## INFO [12:39:08.289] [bbotk] 33.05000 21.48616 9 NA 163 0.25 0.140352070
## INFO [12:39:08.289] [bbotk] 31.11978 30.48000 9 NA 164 0.10 0.057092189
## INFO [12:39:08.289] [bbotk] 33.05000 30.48000 9 NA 165 0.10 0.049225692
## INFO [12:39:08.289] [bbotk] 33.05000 30.48000 9 NA 166 0.05 0.088027591
## INFO [12:39:08.289] [bbotk] 33.05000 30.48000 9 NA 167 0.10 0.088881302
## INFO [12:39:08.289] [bbotk] 31.20167 23.30296 9 NA 168 0.25 0.082779779
## INFO [12:39:08.289] [bbotk] 39.93083 30.28725 9 NA 169 0.05 0.123807575
## INFO [12:39:08.289] [bbotk] 33.05000 28.03884 9 NA 170 0.25 0.073841477
## INFO [12:39:08.289] [bbotk] 33.05000 32.24328 9 NA 171 0.15 0.008872724
## INFO [12:39:08.289] [bbotk] 33.05000 23.23641 9 NA 172 0.20 0.047445875
## INFO [12:39:08.289] [bbotk] 34.33163 26.61760 9 NA 173 0.20 0.072599431
## INFO [12:39:08.289] [bbotk] 33.05000 30.48000 9 NA 174 0.00 0.075084669
## INFO [12:39:08.289] [bbotk] 26.75536 29.89153 9 NA 175 0.15 0.125490618
## INFO [12:39:08.289] [bbotk] 33.05000 28.63238 9 NA 176 0.00 0.079361166
## INFO [12:39:08.289] [bbotk] 26.87362 30.48000 9 NA 177 0.20 0.149637961
## INFO [12:39:08.289] [bbotk] 33.05000 24.94465 9 NA 178 0.15 0.145500680
## INFO [12:39:08.289] [bbotk] 33.05000 30.48000 9 NA 179 0.10 0.082878430
## INFO [12:39:08.289] [bbotk] 33.05000 30.48000 9 NA 180 0.05 0.078528654
## INFO [12:39:08.289] [bbotk] no_changed dist_train
## INFO [12:39:08.289] [bbotk] 5 0.1965924
## INFO [12:39:08.289] [bbotk] 5 0.2654229
## INFO [12:39:08.289] [bbotk] 3 0.2654341
## INFO [12:39:08.289] [bbotk] 3 0.2071211
## INFO [12:39:08.289] [bbotk] 4 0.1594312
## INFO [12:39:08.289] [bbotk] 2 0.1778156
## INFO [12:39:08.289] [bbotk] 2 0.2302668
## INFO [12:39:08.289] [bbotk] 4 0.1993436
## INFO [12:39:08.289] [bbotk] 4 0.2125781
## INFO [12:39:08.289] [bbotk] 3 0.2173820
## INFO [12:39:08.289] [bbotk] 1 0.1589017
## INFO [12:39:08.289] [bbotk] 3 0.1851743
## INFO [12:39:08.289] [bbotk] 3 0.2191587
## INFO [12:39:08.289] [bbotk] 3 0.2040010
## INFO [12:39:08.289] [bbotk] 6 0.2087622
## INFO [12:39:08.289] [bbotk] 4 0.1626607
## INFO [12:39:08.289] [bbotk] 5 0.2286146
## INFO [12:39:08.289] [bbotk] 3 0.2334857
## INFO [12:39:08.289] [bbotk] 3 0.2190097
## INFO [12:39:08.289] [bbotk] 4 0.2215275
## INFO [12:39:08.485] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:08.620] [bbotk] Result of batch 10:
## INFO [12:39:08.625] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:08.625] [bbotk] 10 8 899.6090 0.7451480 129.1600 31.81355
## INFO [12:39:08.625] [bbotk] 1 8 903.5194 0.7071185 129.1600 30.48671
## INFO [12:39:08.625] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 1 6 886.0000 0.7132456 129.1600 26.36915
## INFO [12:39:08.625] [bbotk] 1 8 886.0000 0.7443807 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 9 8 930.6237 0.7200000 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 11 8 903.5941 0.7200000 129.1600 23.53475
## INFO [12:39:08.625] [bbotk] 1 5 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 1 2 886.0000 0.7481235 129.1600 27.01510
## INFO [12:39:08.625] [bbotk] 12 8 905.7663 0.7507491 129.1600 30.81458
## INFO [12:39:08.625] [bbotk] 1 8 930.6237 0.7200000 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 11 8 866.2728 0.7155434 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 1 8 943.6266 0.7200000 667.1700 22.40704
## INFO [12:39:08.625] [bbotk] 10 8 910.2672 0.7151484 566.6184 32.29000
## INFO [12:39:08.625] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 1 3 969.3819 0.7019650 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] 10 8 903.5941 0.7200000 566.6184 32.29000
## INFO [12:39:08.625] [bbotk] 1 8 1003.5914 0.7088044 129.1600 34.38271
## INFO [12:39:08.625] [bbotk] 1 8 904.2748 0.7200000 129.1600 32.29000
## INFO [12:39:08.625] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:08.625] [bbotk] 32.81500 32.37511 24.92939 10 NA 181 0.15
## INFO [12:39:08.625] [bbotk] 35.04127 33.05000 30.48000 10 NA 182 0.20
## INFO [12:39:08.625] [bbotk] 32.81500 33.05000 30.48000 10 NA 183 0.10
## INFO [12:39:08.625] [bbotk] 32.81500 33.05000 32.63688 10 NA 184 0.15
## INFO [12:39:08.625] [bbotk] 30.42225 33.05000 24.34122 10 NA 185 0.20
## INFO [12:39:08.625] [bbotk] 25.90668 38.51485 27.52814 10 NA 186 0.15
## INFO [12:39:08.625] [bbotk] 33.53666 37.91525 28.01262 10 NA 187 0.05
## INFO [12:39:08.625] [bbotk] 32.81500 32.76616 30.48000 10 NA 188 0.05
## INFO [12:39:08.625] [bbotk] 35.39899 33.05000 29.49069 10 NA 189 0.20
## INFO [12:39:08.625] [bbotk] 32.81500 33.05000 30.48000 10 NA 190 0.15
## INFO [12:39:08.625] [bbotk] 32.88554 39.69269 21.84149 10 NA 191 0.10
## INFO [12:39:08.625] [bbotk] 32.81500 34.87400 30.48000 10 NA 192 0.10
## INFO [12:39:08.625] [bbotk] 32.81500 33.05000 30.48000 10 NA 193 0.15
## INFO [12:39:08.625] [bbotk] 32.81500 33.05000 24.58437 10 NA 194 0.15
## INFO [12:39:08.625] [bbotk] 26.85283 33.05000 30.48000 10 NA 195 0.05
## INFO [12:39:08.625] [bbotk] 32.81500 32.32425 30.48000 10 NA 196 0.15
## INFO [12:39:08.625] [bbotk] 32.81500 33.05000 30.28725 10 NA 197 0.00
## INFO [12:39:08.625] [bbotk] 32.81500 33.05000 30.48000 10 NA 198 0.00
## INFO [12:39:08.625] [bbotk] 32.81500 40.13392 30.48000 10 NA 199 0.10
## INFO [12:39:08.625] [bbotk] 32.81500 33.05000 27.57256 10 NA 200 0.00
## INFO [12:39:08.625] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:08.625] [bbotk] 0.099740668 6 0.2300231
## INFO [12:39:08.625] [bbotk] 0.024335076 4 0.1572712
## INFO [12:39:08.625] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:08.625] [bbotk] 0.010853324 1 0.1608823
## INFO [12:39:08.625] [bbotk] 0.124357711 5 0.1807508
## INFO [12:39:08.625] [bbotk] 0.062651795 4 0.1877338
## INFO [12:39:08.625] [bbotk] 0.105008795 5 0.2275325
## INFO [12:39:08.625] [bbotk] 0.101819511 4 0.2319665
## INFO [12:39:08.625] [bbotk] 0.073821404 3 0.1611860
## INFO [12:39:08.625] [bbotk] 0.085034213 3 0.1727258
## INFO [12:39:08.625] [bbotk] 0.141336590 7 0.2632735
## INFO [12:39:08.625] [bbotk] 0.021495733 2 0.1603230
## INFO [12:39:08.625] [bbotk] 0.066542227 3 0.2165712
## INFO [12:39:08.625] [bbotk] 0.123876018 4 0.2264436
## INFO [12:39:08.625] [bbotk] 0.118403585 5 0.2410050
## INFO [12:39:08.625] [bbotk] 0.002261197 1 0.1522902
## INFO [12:39:08.625] [bbotk] 0.092287414 4 0.1801356
## INFO [12:39:08.625] [bbotk] 0.092127113 3 0.2407386
## INFO [12:39:08.625] [bbotk] 0.074145370 4 0.1847303
## INFO [12:39:08.625] [bbotk] 0.021105928 2 0.1561918
## INFO [12:39:08.850] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:08.981] [bbotk] Result of batch 11:
## INFO [12:39:08.986] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:08.986] [bbotk] 8 8 903.5941 0.7200000 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 1 8 903.5941 0.7200000 868.2133 32.29000
## INFO [12:39:08.986] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 1 8 886.0000 0.7507491 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 1 8 879.4234 0.7600061 970.9828 32.29000
## INFO [12:39:08.986] [bbotk] 1 8 906.9503 0.7200000 129.1600 23.65912
## INFO [12:39:08.986] [bbotk] 12 8 898.6361 0.7200000 129.1600 32.02988
## INFO [12:39:08.986] [bbotk] 1 5 886.0000 0.7200000 129.1600 34.35400
## INFO [12:39:08.986] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 1 8 969.3819 0.7200000 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 10 4 886.0000 0.7304152 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 1 8 1003.5914 0.7088044 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 1 6 886.0000 0.7491596 129.1600 25.87024
## INFO [12:39:08.986] [bbotk] 5 2 961.5348 0.7411564 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 1 8 886.0000 0.7200000 766.9940 32.29000
## INFO [12:39:08.986] [bbotk] 1 1 886.0000 0.6983554 333.2526 30.81226
## INFO [12:39:08.986] [bbotk] 1 8 886.0000 0.7541752 129.1600 32.29000
## INFO [12:39:08.986] [bbotk] 1 5 982.7609 0.6720484 129.1600 23.30907
## INFO [12:39:08.986] [bbotk] 1 8 886.0000 0.7200000 129.1600 30.74908
## INFO [12:39:08.986] [bbotk] 8 8 886.0000 0.7200000 341.3222 31.76222
## INFO [12:39:08.986] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:08.986] [bbotk] 23.76213 33.05000 30.48000 11 NA 201 0.05
## INFO [12:39:08.986] [bbotk] 26.85283 33.05000 30.48000 11 NA 202 0.00
## INFO [12:39:08.986] [bbotk] 30.69524 33.05000 30.48000 11 NA 203 0.00
## INFO [12:39:08.986] [bbotk] 32.81500 33.05000 29.46042 11 NA 204 0.15
## INFO [12:39:08.986] [bbotk] 32.81500 34.87400 30.34973 11 NA 205 0.10
## INFO [12:39:08.986] [bbotk] 32.81500 33.05000 28.65118 11 NA 206 0.00
## INFO [12:39:08.986] [bbotk] 27.17506 35.60294 30.48000 11 NA 207 0.05
## INFO [12:39:08.986] [bbotk] 32.81500 34.73869 30.48000 11 NA 208 0.20
## INFO [12:39:08.986] [bbotk] 32.81500 33.05000 30.48000 11 NA 209 0.10
## INFO [12:39:08.986] [bbotk] 35.54372 36.61651 30.48000 11 NA 210 0.30
## INFO [12:39:08.986] [bbotk] 32.81500 33.05000 30.48000 11 NA 211 0.05
## INFO [12:39:08.986] [bbotk] 32.75639 25.89861 22.03449 11 NA 212 0.25
## INFO [12:39:08.986] [bbotk] 32.81500 33.05000 30.48000 11 NA 213 0.10
## INFO [12:39:08.986] [bbotk] 32.81500 30.50560 30.48000 11 NA 214 0.05
## INFO [12:39:08.986] [bbotk] 32.81500 33.05000 30.48000 11 NA 215 0.05
## INFO [12:39:08.986] [bbotk] 28.33403 33.12514 30.48000 11 NA 216 0.10
## INFO [12:39:08.986] [bbotk] 32.81500 34.97537 30.17757 11 NA 217 0.20
## INFO [12:39:08.986] [bbotk] 32.81500 33.05000 29.62761 11 NA 218 0.00
## INFO [12:39:08.986] [bbotk] 32.81500 32.80765 30.48000 11 NA 219 0.10
## INFO [12:39:08.986] [bbotk] 32.81500 33.05000 30.48000 11 NA 220 0.10
## INFO [12:39:08.986] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:08.986] [bbotk] 0.100161766 3 0.2290781
## INFO [12:39:08.986] [bbotk] 0.075084669 3 0.2040010
## INFO [12:39:08.986] [bbotk] 0.067043167 2 0.1582486
## INFO [12:39:08.986] [bbotk] 0.010154838 2 0.1536954
## INFO [12:39:08.986] [bbotk] 0.067296017 5 0.2124967
## INFO [12:39:08.986] [bbotk] 0.051993846 3 0.1652273
## INFO [12:39:08.986] [bbotk] 0.094190791 5 0.2244891
## INFO [12:39:08.986] [bbotk] 0.072542726 3 0.1634989
## INFO [12:39:08.986] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:08.986] [bbotk] 0.051240031 3 0.1668988
## INFO [12:39:08.986] [bbotk] 0.119348884 3 0.1990172
## INFO [12:39:08.986] [bbotk] 0.108504795 5 0.2132064
## INFO [12:39:08.986] [bbotk] 0.089894887 3 0.1775865
## INFO [12:39:08.986] [bbotk] 0.155797863 5 0.2423179
## INFO [12:39:08.986] [bbotk] 0.039467774 1 0.1894967
## INFO [12:39:08.986] [bbotk] 0.098654094 6 0.1305409
## INFO [12:39:08.986] [bbotk] 0.013104778 3 0.1565729
## INFO [12:39:08.986] [bbotk] 0.142037787 5 0.2148228
## INFO [12:39:08.986] [bbotk] 0.007069438 2 0.1568525
## INFO [12:39:08.986] [bbotk] 0.074114384 3 0.2238975
## INFO [12:39:09.273] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:09.409] [bbotk] Result of batch 12:
## INFO [12:39:09.414] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:09.414] [bbotk] 1 3 932.6292 0.6696114 365.6245 34.33699 32.81500
## INFO [12:39:09.414] [bbotk] 1 3 963.4560 0.7338613 109.4378 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 886.0000 0.7114979 336.3940 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.12263 32.81500
## INFO [12:39:09.414] [bbotk] 1 9 886.0000 0.7379130 129.1600 32.29000 26.55025
## INFO [12:39:09.414] [bbotk] 1 8 975.9749 0.7200000 135.3683 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 6 8 886.0000 0.7200000 100.5448 28.41890 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 968.2300 0.7236498 453.6802 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 8 1 904.0516 0.7200000 129.1600 32.29000 30.20982
## INFO [12:39:09.414] [bbotk] 10 8 886.0000 0.7719362 129.1600 32.29000 24.03650
## INFO [12:39:09.414] [bbotk] 1 8 886.0000 0.7491596 129.1600 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 903.5941 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 11 8 977.2069 0.6924835 129.1600 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 886.0000 0.7414869 515.4078 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 903.5941 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 903.5941 0.7200000 441.8410 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 908.3951 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 942.5790 0.7105238 626.8605 29.36538 32.81500
## INFO [12:39:09.414] [bbotk] 1 8 950.4617 0.7200000 221.5843 32.29000 32.18647
## INFO [12:39:09.414] [bbotk] 1 9 886.0000 0.7200000 789.7888 32.29000 28.07093
## INFO [12:39:09.414] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:09.414] [bbotk] 30.82855 30.13277 12 NA 221 0.05 0.115268923
## INFO [12:39:09.414] [bbotk] 33.92718 26.71742 12 NA 222 0.00 0.111422149
## INFO [12:39:09.414] [bbotk] 31.57865 27.49858 12 NA 223 0.20 0.033799008
## INFO [12:39:09.414] [bbotk] 36.97540 28.80884 12 NA 224 0.20 0.028149110
## INFO [12:39:09.414] [bbotk] 33.05000 30.48000 12 NA 225 0.15 0.086042829
## INFO [12:39:09.414] [bbotk] 21.56052 30.48000 12 NA 226 0.30 0.068064774
## INFO [12:39:09.414] [bbotk] 26.79542 30.48000 12 NA 227 0.30 0.095944169
## INFO [12:39:09.414] [bbotk] 31.83040 30.48000 12 NA 228 0.15 0.053615735
## INFO [12:39:09.414] [bbotk] 33.05000 29.00254 12 NA 229 0.00 0.141580199
## INFO [12:39:09.414] [bbotk] 27.47427 25.10812 12 NA 230 0.20 0.145752597
## INFO [12:39:09.414] [bbotk] 33.05000 28.63238 12 NA 231 0.25 0.014061799
## INFO [12:39:09.414] [bbotk] 33.05000 30.48000 12 NA 232 0.05 0.006234613
## INFO [12:39:09.414] [bbotk] 33.05000 30.48000 12 NA 233 0.05 0.095639653
## INFO [12:39:09.414] [bbotk] 34.13360 25.77176 12 NA 234 0.20 0.054478851
## INFO [12:39:09.414] [bbotk] 33.05000 30.61871 12 NA 235 0.10 0.006932597
## INFO [12:39:09.414] [bbotk] 33.05000 29.83277 12 NA 236 0.00 0.028839475
## INFO [12:39:09.414] [bbotk] 29.50251 30.48000 12 NA 237 0.25 0.018988650
## INFO [12:39:09.414] [bbotk] 33.05000 30.24776 12 NA 238 0.05 0.065547304
## INFO [12:39:09.414] [bbotk] 33.05000 30.48000 12 NA 239 0.05 0.030998784
## INFO [12:39:09.414] [bbotk] 33.05000 30.48000 12 NA 240 0.05 0.118097497
## INFO [12:39:09.414] [bbotk] no_changed dist_train
## INFO [12:39:09.414] [bbotk] 7 0.1894084
## INFO [12:39:09.414] [bbotk] 6 0.1944576
## INFO [12:39:09.414] [bbotk] 4 0.1698897
## INFO [12:39:09.414] [bbotk] 3 0.1642375
## INFO [12:39:09.414] [bbotk] 3 0.1739803
## INFO [12:39:09.414] [bbotk] 3 0.1931831
## INFO [12:39:09.414] [bbotk] 4 0.2230789
## INFO [12:39:09.414] [bbotk] 4 0.1848432
## INFO [12:39:09.414] [bbotk] 5 0.1693242
## INFO [12:39:09.414] [bbotk] 5 0.2571257
## INFO [12:39:09.414] [bbotk] 2 0.1576023
## INFO [12:39:09.414] [bbotk] 1 0.1548461
## INFO [12:39:09.414] [bbotk] 3 0.2254746
## INFO [12:39:09.414] [bbotk] 4 0.1977701
## INFO [12:39:09.414] [bbotk] 2 0.1555441
## INFO [12:39:09.414] [bbotk] 3 0.1741976
## INFO [12:39:09.414] [bbotk] 2 0.1537490
## INFO [12:39:09.414] [bbotk] 5 0.1789844
## INFO [12:39:09.414] [bbotk] 3 0.1649516
## INFO [12:39:09.414] [bbotk] 3 0.2093029
## INFO [12:39:09.605] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:09.758] [bbotk] Result of batch 13:
## INFO [12:39:09.764] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:09.764] [bbotk] 2 8 886.0000 0.7160999 371.75096 32.29000
## INFO [12:39:09.764] [bbotk] 8 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:09.764] [bbotk] 1 5 948.6868 0.7475480 129.16000 32.29000
## INFO [12:39:09.764] [bbotk] 1 8 872.8436 0.7200000 129.16000 32.29000
## INFO [12:39:09.764] [bbotk] 1 8 886.0000 0.7507491 129.16000 30.81458
## INFO [12:39:09.764] [bbotk] 10 8 874.9560 0.7252464 129.16000 32.29000
## INFO [12:39:09.764] [bbotk] 1 8 882.7278 0.7200000 556.78951 32.41793
## INFO [12:39:09.764] [bbotk] 1 8 886.0000 0.7200000 335.65568 33.69760
## INFO [12:39:09.764] [bbotk] 1 8 969.3819 0.7019650 129.16000 32.29000
## INFO [12:39:09.764] [bbotk] 8 1 904.0516 0.7280669 206.95222 32.29000
## INFO [12:39:09.764] [bbotk] 12 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:09.764] [bbotk] 1 3 952.1860 0.7200000 518.34478 29.43846
## INFO [12:39:09.764] [bbotk] 1 4 886.0000 0.7200000 74.36518 26.19665
## INFO [12:39:09.764] [bbotk] 10 8 886.0000 0.7281839 37.59478 32.29000
## INFO [12:39:09.764] [bbotk] 1 1 959.3203 0.7066703 868.21326 32.29000
## INFO [12:39:09.764] [bbotk] 1 0 904.2748 0.7491596 151.18950 34.56836
## INFO [12:39:09.764] [bbotk] 1 7 1002.7453 0.7284806 129.16000 27.07916
## INFO [12:39:09.764] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:09.764] [bbotk] 1 8 987.8547 0.7200000 129.16000 34.94735
## INFO [12:39:09.764] [bbotk] 1 3 926.9719 0.7200000 724.06406 22.90331
## INFO [12:39:09.764] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 21.99797 13 NA 241 0.20
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 27.41005 13 NA 242 0.20
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 30.45811 13 NA 243 0.10
## INFO [12:39:09.764] [bbotk] 24.01112 21.92438 30.21358 13 NA 244 0.15
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 30.48000 13 NA 245 0.15
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 28.65118 13 NA 246 0.20
## INFO [12:39:09.764] [bbotk] 32.81500 35.07646 30.48000 13 NA 247 0.15
## INFO [12:39:09.764] [bbotk] 32.81500 22.11134 30.48000 13 NA 248 0.25
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 30.28725 13 NA 249 0.10
## INFO [12:39:09.764] [bbotk] 32.96855 33.05000 30.48000 13 NA 250 0.15
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 30.48000 13 NA 251 0.10
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 25.06943 13 NA 252 0.00
## INFO [12:39:09.764] [bbotk] 27.99957 33.05000 30.91733 13 NA 253 0.20
## INFO [12:39:09.764] [bbotk] 32.81500 32.23666 30.48000 13 NA 254 0.25
## INFO [12:39:09.764] [bbotk] 26.85283 33.05000 30.48000 13 NA 255 0.05
## INFO [12:39:09.764] [bbotk] 32.81500 24.96055 30.48000 13 NA 256 0.30
## INFO [12:39:09.764] [bbotk] 32.81500 31.90926 29.55505 13 NA 257 0.05
## INFO [12:39:09.764] [bbotk] 32.81500 37.41109 27.51387 13 NA 258 0.20
## INFO [12:39:09.764] [bbotk] 32.81500 33.05000 29.59268 13 NA 259 0.05
## INFO [12:39:09.764] [bbotk] 32.81500 34.09279 23.69108 13 NA 260 0.10
## INFO [12:39:09.764] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:09.764] [bbotk] 0.11715297 4 0.2639159
## INFO [12:39:09.764] [bbotk] 0.07427139 2 0.2210799
## INFO [12:39:09.764] [bbotk] 0.08564857 4 0.1719483
## INFO [12:39:09.764] [bbotk] 0.07480439 4 0.1997998
## INFO [12:39:09.764] [bbotk] 0.01107028 2 0.1575854
## INFO [12:39:09.764] [bbotk] 0.07279686 4 0.2178909
## INFO [12:39:09.764] [bbotk] 0.03445830 4 0.1818682
## INFO [12:39:09.764] [bbotk] 0.05262660 3 0.2026556
## INFO [12:39:09.764] [bbotk] 0.03346388 3 0.1644575
## INFO [12:39:09.764] [bbotk] 0.13077095 6 0.1584787
## INFO [12:39:09.764] [bbotk] 0.05882353 1 0.2088525
## INFO [12:39:09.764] [bbotk] 0.14526970 5 0.2127181
## INFO [12:39:09.764] [bbotk] 0.10805633 5 0.1413654
## INFO [12:39:09.764] [bbotk] 0.06836069 4 0.2157003
## INFO [12:39:09.764] [bbotk] 0.15583330 5 0.1867978
## INFO [12:39:09.764] [bbotk] 0.10596726 6 0.1924873
## INFO [12:39:09.764] [bbotk] 0.13114022 6 0.2117572
## INFO [12:39:09.764] [bbotk] 0.02851308 2 0.1749689
## INFO [12:39:09.764] [bbotk] 0.05144724 3 0.1813446
## INFO [12:39:09.764] [bbotk] 0.18602863 6 0.2503548
## INFO [12:39:09.949] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:10.092] [bbotk] Result of batch 14:
## INFO [12:39:10.098] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:10.098] [bbotk] 1 6 886.0000 0.7200000 129.1600 25.69681 36.33799
## INFO [12:39:10.098] [bbotk] 5 8 886.0000 0.7200000 129.1600 32.29000 30.69524
## INFO [12:39:10.098] [bbotk] 1 9 886.0000 0.7200000 857.8817 22.09171 32.81500
## INFO [12:39:10.098] [bbotk] 8 8 916.9243 0.7200000 942.0507 32.29000 28.21189
## INFO [12:39:10.098] [bbotk] 6 8 886.0000 0.7200000 868.2133 32.29000 26.38444
## INFO [12:39:10.098] [bbotk] 1 8 944.1986 0.7324382 525.4120 32.29000 32.81500
## INFO [12:39:10.098] [bbotk] 1 2 906.7279 0.7429438 129.1600 23.56799 25.14543
## INFO [12:39:10.098] [bbotk] 1 6 886.0000 0.7491596 129.1600 32.29000 32.81500
## INFO [12:39:10.098] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 30.69524
## INFO [12:39:10.098] [bbotk] 1 8 886.0000 0.7088044 129.1600 32.29000 32.81500
## INFO [12:39:10.098] [bbotk] 1 8 904.2748 0.7200000 407.7687 32.29000 32.81500
## INFO [12:39:10.098] [bbotk] 2 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:10.098] [bbotk] 1 8 886.0000 0.7200000 129.1600 23.65912 32.81500
## INFO [12:39:10.098] [bbotk] 10 8 903.5941 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:10.098] [bbotk] 2 8 886.0000 0.7200000 129.1600 27.55415 32.81500
## INFO [12:39:10.098] [bbotk] 1 6 932.8604 0.7200000 142.1392 32.29000 32.81500
## INFO [12:39:10.098] [bbotk] 1 8 886.0000 0.7246130 139.4338 32.29000 32.53138
## INFO [12:39:10.098] [bbotk] 1 9 919.2019 0.6674786 129.1600 24.61592 32.81500
## INFO [12:39:10.098] [bbotk] 1 8 940.6058 0.7030574 129.1600 32.29000 32.81500
## INFO [12:39:10.098] [bbotk] 1 8 886.0000 0.7200000 129.1600 33.71563 25.90668
## INFO [12:39:10.098] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:10.098] [bbotk] 37.58945 31.52843 14 NA 261 0.20 0.118920750
## INFO [12:39:10.098] [bbotk] 34.51829 30.48000 14 NA 262 0.10 0.071617861
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 263 0.05 0.145705529
## INFO [12:39:10.098] [bbotk] 34.35773 30.48000 14 NA 264 0.05 0.142005292
## INFO [12:39:10.098] [bbotk] 27.67634 30.48000 14 NA 265 0.15 0.146232283
## INFO [12:39:10.098] [bbotk] 33.04667 29.74590 14 NA 266 0.00 0.050879110
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 267 0.05 0.135398130
## INFO [12:39:10.098] [bbotk] 33.05000 28.63238 14 NA 268 0.15 0.072885328
## INFO [12:39:10.098] [bbotk] 36.00339 30.48000 14 NA 269 0.05 0.017421373
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 270 0.10 0.001829347
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 271 0.05 0.023715537
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 272 0.10 0.058823529
## INFO [12:39:10.098] [bbotk] 33.05000 28.65118 14 NA 273 0.20 0.044569913
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 274 0.05 0.065058143
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 275 0.10 0.078229984
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 276 0.10 0.076232027
## INFO [12:39:10.098] [bbotk] 33.05000 30.48000 14 NA 277 0.05 0.002489245
## INFO [12:39:10.098] [bbotk] 27.89452 27.21245 14 NA 278 0.25 0.143122353
## INFO [12:39:10.098] [bbotk] 33.19516 30.28725 14 NA 279 0.10 0.023540592
## INFO [12:39:10.098] [bbotk] 38.51485 30.48000 14 NA 280 0.00 0.049656321
## INFO [12:39:10.098] [bbotk] no_changed dist_train
## INFO [12:39:10.098] [bbotk] 5 0.1932669
## INFO [12:39:10.098] [bbotk] 3 0.2195196
## INFO [12:39:10.098] [bbotk] 3 0.2366651
## INFO [12:39:10.098] [bbotk] 5 0.2614742
## INFO [12:39:10.098] [bbotk] 4 0.2739089
## INFO [12:39:10.098] [bbotk] 5 0.1822977
## INFO [12:39:10.098] [bbotk] 5 0.2051202
## INFO [12:39:10.098] [bbotk] 3 0.1576023
## INFO [12:39:10.098] [bbotk] 2 0.1638772
## INFO [12:39:10.098] [bbotk] 1 0.1518583
## INFO [12:39:10.098] [bbotk] 2 0.1723271
## INFO [12:39:10.098] [bbotk] 1 0.2088525
## INFO [12:39:10.098] [bbotk] 2 0.1726513
## INFO [12:39:10.098] [bbotk] 2 0.2136697
## INFO [12:39:10.098] [bbotk] 2 0.2226149
## INFO [12:39:10.098] [bbotk] 3 0.1660200
## INFO [12:39:10.098] [bbotk] 3 0.1510107
## INFO [12:39:10.098] [bbotk] 6 0.1717154
## INFO [12:39:10.098] [bbotk] 4 0.1548912
## INFO [12:39:10.098] [bbotk] 3 0.1857447
## INFO [12:39:10.307] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:10.457] [bbotk] Result of batch 15:
## INFO [12:39:10.462] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:10.462] [bbotk] 1 8 905.7470 0.7200000 129.16000 32.29000
## INFO [12:39:10.462] [bbotk] 10 8 903.9428 0.7200000 129.16000 32.29000
## INFO [12:39:10.462] [bbotk] 1 6 951.1616 0.7200000 129.16000 32.29000
## INFO [12:39:10.462] [bbotk] 8 8 905.5177 0.7200000 129.16000 32.29000
## INFO [12:39:10.462] [bbotk] 1 8 898.8405 0.7200000 129.16000 33.94073
## INFO [12:39:10.462] [bbotk] 1 8 886.0000 0.7166689 129.16000 34.07632
## INFO [12:39:10.462] [bbotk] 1 8 903.5941 0.7200000 129.16000 32.29000
## INFO [12:39:10.462] [bbotk] 1 8 916.9882 0.7324382 525.41203 32.29000
## INFO [12:39:10.462] [bbotk] 5 8 899.7847 0.7200000 322.67963 25.98211
## INFO [12:39:10.462] [bbotk] 1 2 965.7135 0.7200000 437.39464 21.41880
## INFO [12:39:10.462] [bbotk] 1 8 856.7209 0.7200000 129.16000 29.62657
## INFO [12:39:10.462] [bbotk] 1 8 1020.1084 0.6746424 129.16000 31.16757
## INFO [12:39:10.462] [bbotk] 6 8 886.0000 0.7200000 594.91781 32.29000
## INFO [12:39:10.462] [bbotk] 1 6 904.2748 0.7200000 129.16000 32.29000
## INFO [12:39:10.462] [bbotk] 1 7 1015.3270 0.7200000 480.09739 32.29000
## INFO [12:39:10.462] [bbotk] 3 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:10.462] [bbotk] 1 8 886.0000 0.7200000 868.21326 32.29000
## INFO [12:39:10.462] [bbotk] 1 3 886.0000 0.7200000 81.26621 32.29000
## INFO [12:39:10.462] [bbotk] 10 8 903.5941 0.7200000 129.16000 32.29000
## INFO [12:39:10.462] [bbotk] 1 8 906.9503 0.7200000 129.16000 23.65912
## INFO [12:39:10.462] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 30.48000 15 NA 281 0.05
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 30.00724 15 NA 282 0.05
## INFO [12:39:10.462] [bbotk] 30.66783 33.05000 24.84247 15 NA 283 0.10
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 30.48000 15 NA 284 0.05
## INFO [12:39:10.462] [bbotk] 32.81500 38.90622 31.38735 15 NA 285 0.10
## INFO [12:39:10.462] [bbotk] 24.78778 39.73455 30.48000 15 NA 286 0.00
## INFO [12:39:10.462] [bbotk] 26.85283 33.05000 30.48000 15 NA 287 0.05
## INFO [12:39:10.462] [bbotk] 32.81500 37.50115 30.48000 15 NA 288 0.05
## INFO [12:39:10.462] [bbotk] 32.81500 34.08987 30.93525 15 NA 289 0.10
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 30.48000 15 NA 290 0.05
## INFO [12:39:10.462] [bbotk] 30.60537 31.43167 30.48000 15 NA 291 0.15
## INFO [12:39:10.462] [bbotk] 32.81500 32.65685 23.90711 15 NA 292 0.20
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 30.19043 15 NA 293 0.05
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 28.63238 15 NA 294 0.00
## INFO [12:39:10.462] [bbotk] 28.69787 37.85675 30.48000 15 NA 295 0.05
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 30.48000 15 NA 296 0.00
## INFO [12:39:10.462] [bbotk] 23.31593 33.05000 30.48000 15 NA 297 0.05
## INFO [12:39:10.462] [bbotk] 32.81500 34.87400 22.27791 15 NA 298 0.30
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 30.48000 15 NA 299 0.05
## INFO [12:39:10.462] [bbotk] 32.81500 33.05000 28.65118 15 NA 300 0.00
## INFO [12:39:10.462] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:10.462] [bbotk] 0.00699751 1 0.1556090
## INFO [12:39:10.462] [bbotk] 0.06756063 3 0.2129517
## INFO [12:39:10.462] [bbotk] 0.11860779 4 0.1873132
## INFO [12:39:10.462] [bbotk] 0.06573980 2 0.2143513
## INFO [12:39:10.462] [bbotk] 0.03412615 4 0.1615596
## INFO [12:39:10.462] [bbotk] 0.05981747 4 0.1948173
## INFO [12:39:10.462] [bbotk] 0.02935367 2 0.1582700
## INFO [12:39:10.462] [bbotk] 0.05140077 4 0.1937799
## INFO [12:39:10.462] [bbotk] 0.10706181 6 0.2416772
## INFO [12:39:10.462] [bbotk] 0.15069129 4 0.2402334
## INFO [12:39:10.462] [bbotk] 0.03489969 4 0.1520641
## INFO [12:39:10.462] [bbotk] 0.09383269 5 0.1898849
## INFO [12:39:10.462] [bbotk] 0.08910069 3 0.2362155
## INFO [12:39:10.462] [bbotk] 0.07459652 3 0.1611641
## INFO [12:39:10.462] [bbotk] 0.15730773 5 0.2276450
## INFO [12:39:10.462] [bbotk] 0.11764706 2 0.2088525
## INFO [12:39:10.462] [bbotk] 0.08256482 2 0.2239503
## INFO [12:39:10.462] [bbotk] 0.10874258 4 0.1964635
## INFO [12:39:10.462] [bbotk] 0.06505814 2 0.2136697
## INFO [12:39:10.462] [bbotk] 0.05199385 3 0.1652273
## INFO [12:39:10.676] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:10.802] [bbotk] Result of batch 16:
## INFO [12:39:10.808] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:10.808] [bbotk] 9 6 970.4770 0.7200000 99.57147 32.32050
## INFO [12:39:10.808] [bbotk] 1 8 886.0000 0.6916984 129.16000 27.07625
## INFO [12:39:10.808] [bbotk] 1 8 903.5871 0.7200000 94.98591 32.29000
## INFO [12:39:10.808] [bbotk] 1 1 903.9614 0.7200000 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] 1 8 905.7663 0.7200000 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] 1 8 906.9503 0.7200000 129.16000 23.65912
## INFO [12:39:10.808] [bbotk] 1 3 933.2832 0.7277614 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] 1 8 1006.0613 0.6805389 799.72749 32.29000
## INFO [12:39:10.808] [bbotk] 5 8 899.0190 0.7200000 874.75979 35.53426
## INFO [12:39:10.808] [bbotk] 1 8 886.0000 0.7190963 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] 1 8 906.9503 0.7200000 129.16000 23.65912
## INFO [12:39:10.808] [bbotk] 1 8 886.0000 0.7200000 129.16000 30.37289
## INFO [12:39:10.808] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] 1 7 937.9893 0.7200000 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] 1 6 903.7462 0.7190788 464.42866 32.29000
## INFO [12:39:10.808] [bbotk] 1 8 886.0000 0.7401124 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] 10 8 886.0000 0.6763082 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] 9 3 886.0000 0.7200000 129.16000 21.86572
## INFO [12:39:10.808] [bbotk] 1 8 904.2748 0.7200000 129.16000 21.88934
## INFO [12:39:10.808] [bbotk] 1 3 977.7433 0.7200000 129.16000 32.29000
## INFO [12:39:10.808] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:10.808] [bbotk] 32.81500 33.05000 29.76856 16 NA 301 0.20
## INFO [12:39:10.808] [bbotk] 32.81500 21.59563 27.57256 16 NA 302 0.20
## INFO [12:39:10.808] [bbotk] 30.97489 33.05000 28.12874 16 NA 303 0.05
## INFO [12:39:10.808] [bbotk] 34.78533 33.05000 32.57763 16 NA 304 0.30
## INFO [12:39:10.808] [bbotk] 32.81500 33.05000 26.61760 16 NA 305 0.00
## INFO [12:39:10.808] [bbotk] 32.81500 33.05000 28.65118 16 NA 306 0.00
## INFO [12:39:10.808] [bbotk] 33.70833 33.24521 23.06682 16 NA 307 0.00
## INFO [12:39:10.808] [bbotk] 32.48720 24.41855 30.45348 16 NA 308 0.20
## INFO [12:39:10.808] [bbotk] 32.81500 33.05000 30.48000 16 NA 309 0.05
## INFO [12:39:10.808] [bbotk] 33.96391 34.83883 30.48000 16 NA 310 0.20
## INFO [12:39:10.808] [bbotk] 32.81500 33.05000 30.48000 16 NA 311 0.05
## INFO [12:39:10.808] [bbotk] 29.51540 34.69720 30.48000 16 NA 312 0.10
## INFO [12:39:10.808] [bbotk] 32.81500 38.51485 30.48000 16 NA 313 0.05
## INFO [12:39:10.808] [bbotk] 32.81500 30.50560 22.98533 16 NA 314 0.00
## INFO [12:39:10.808] [bbotk] 32.81500 33.05000 28.50429 16 NA 315 0.00
## INFO [12:39:10.808] [bbotk] 32.81500 33.05000 29.80475 16 NA 316 0.15
## INFO [12:39:10.808] [bbotk] 32.81500 33.05000 30.48000 16 NA 317 0.10
## INFO [12:39:10.808] [bbotk] 32.81500 39.07517 30.48000 16 NA 318 0.00
## INFO [12:39:10.808] [bbotk] 32.81500 35.72295 30.48000 16 NA 319 0.05
## INFO [12:39:10.808] [bbotk] 32.81500 33.05692 32.29612 16 NA 320 0.05
## INFO [12:39:10.808] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:10.808] [bbotk] 0.153118012 6 0.2396707
## INFO [12:39:10.808] [bbotk] 0.076307142 4 0.1814308
## INFO [12:39:10.808] [bbotk] 0.027313425 4 0.1443869
## INFO [12:39:10.808] [bbotk] 0.083383659 4 0.1137277
## INFO [12:39:10.808] [bbotk] 0.026439765 2 0.1604686
## INFO [12:39:10.808] [bbotk] 0.051993846 3 0.1652273
## INFO [12:39:10.808] [bbotk] 0.118221927 6 0.2013834
## INFO [12:39:10.808] [bbotk] 0.118783012 6 0.2281965
## INFO [12:39:10.808] [bbotk] 0.122867267 4 0.2714788
## INFO [12:39:10.808] [bbotk] 0.010176066 3 0.1564000
## INFO [12:39:10.808] [bbotk] 0.042791306 2 0.1723283
## INFO [12:39:10.808] [bbotk] 0.025782612 3 0.1514563
## INFO [12:39:10.808] [bbotk] 0.017026563 1 0.1634824
## INFO [12:39:10.808] [bbotk] 0.122886663 4 0.1978500
## INFO [12:39:10.808] [bbotk] 0.095949946 5 0.1825175
## INFO [12:39:10.808] [bbotk] 0.006684171 2 0.1502247
## INFO [12:39:10.808] [bbotk] 0.065962710 2 0.2159917
## INFO [12:39:10.808] [bbotk] 0.179135725 4 0.2698460
## INFO [12:39:10.808] [bbotk] 0.057423374 3 0.1888566
## INFO [12:39:10.808] [bbotk] 0.100493784 4 0.1831606
## INFO [12:39:11.007] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:11.142] [bbotk] Result of batch 17:
## INFO [12:39:11.147] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:11.147] [bbotk] 1 8 944.1986 0.7324382 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 1011.6507 0.7200000 129.1600 32.47797
## INFO [12:39:11.147] [bbotk] 2 3 886.0000 0.7200000 129.1600 34.84214
## INFO [12:39:11.147] [bbotk] 1 8 903.5941 0.7200000 868.2133 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 886.0000 0.7474268 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.44595
## INFO [12:39:11.147] [bbotk] 8 8 912.4162 0.6953670 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 6 919.5189 0.7567089 768.4334 34.73332
## INFO [12:39:11.147] [bbotk] 1 6 886.0000 0.7166689 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 5 6 904.2748 0.7200000 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 886.0000 0.7200000 868.2133 26.06991
## INFO [12:39:11.147] [bbotk] 1 8 881.1454 0.7200000 970.9828 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 886.0000 0.7200000 604.7129 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 886.0000 0.7458842 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 904.8223 0.7200000 129.1600 23.08556
## INFO [12:39:11.147] [bbotk] 1 6 915.0167 0.7200000 129.1600 32.29000
## INFO [12:39:11.147] [bbotk] 1 8 886.0000 0.7200000 129.1600 23.53475
## INFO [12:39:11.147] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:11.147] [bbotk] 32.81500 23.98679 29.74590 17 NA 321 0.30
## INFO [12:39:11.147] [bbotk] 32.81500 33.05000 28.65118 17 NA 322 0.20
## INFO [12:39:11.147] [bbotk] 32.81500 26.20608 30.48000 17 NA 323 0.35
## INFO [12:39:11.147] [bbotk] 33.72615 33.05000 30.48000 17 NA 324 0.05
## INFO [12:39:11.147] [bbotk] 26.85283 33.05000 30.48000 17 NA 325 0.00
## INFO [12:39:11.147] [bbotk] 24.35214 25.55745 30.48000 17 NA 326 0.25
## INFO [12:39:11.147] [bbotk] 32.81500 33.05000 29.13523 17 NA 327 0.15
## INFO [12:39:11.147] [bbotk] 32.81500 33.05000 30.48000 17 NA 328 0.10
## INFO [12:39:11.147] [bbotk] 32.81500 33.05000 30.48000 17 NA 329 0.10
## INFO [12:39:11.147] [bbotk] 33.78153 33.05000 30.48000 17 NA 330 0.15
## INFO [12:39:11.147] [bbotk] 24.78778 39.73455 30.48000 17 NA 331 0.00
## INFO [12:39:11.147] [bbotk] 33.20687 33.05000 30.48000 17 NA 332 0.05
## INFO [12:39:11.147] [bbotk] 35.27000 33.05000 31.91731 17 NA 333 0.20
## INFO [12:39:11.147] [bbotk] 32.81500 27.09678 30.48000 17 NA 334 0.25
## INFO [12:39:11.147] [bbotk] 32.81500 33.05000 30.48000 17 NA 335 0.05
## INFO [12:39:11.147] [bbotk] 33.27711 22.08217 30.48000 17 NA 336 0.25
## INFO [12:39:11.147] [bbotk] 32.81500 33.05000 28.63087 17 NA 337 0.10
## INFO [12:39:11.147] [bbotk] 32.81500 33.05000 21.86820 17 NA 338 0.10
## INFO [12:39:11.147] [bbotk] 33.83551 33.05000 30.48000 17 NA 339 0.10
## INFO [12:39:11.147] [bbotk] 32.81500 33.05000 29.53374 17 NA 340 0.10
## INFO [12:39:11.147] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:11.147] [bbotk] 0.054587346 4 0.1723178
## INFO [12:39:11.147] [bbotk] 0.009202540 1 0.1560110
## INFO [12:39:11.147] [bbotk] 0.066618932 3 0.1917373
## INFO [12:39:11.147] [bbotk] 0.131638231 4 0.2222232
## INFO [12:39:11.147] [bbotk] 0.075084669 3 0.2040010
## INFO [12:39:11.147] [bbotk] 0.060641460 3 0.1883181
## INFO [12:39:11.147] [bbotk] 0.007405867 2 0.1542144
## INFO [12:39:11.147] [bbotk] 0.072209334 3 0.2097788
## INFO [12:39:11.147] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:11.147] [bbotk] 0.130016283 6 0.2156450
## INFO [12:39:11.147] [bbotk] 0.111321081 4 0.2022773
## INFO [12:39:11.147] [bbotk] 0.125642411 4 0.2148100
## INFO [12:39:11.147] [bbotk] 0.087971561 4 0.2323565
## INFO [12:39:11.147] [bbotk] 0.072358583 3 0.2223875
## INFO [12:39:11.147] [bbotk] 0.029426177 1 0.1794551
## INFO [12:39:11.147] [bbotk] 0.040193268 3 0.1863338
## INFO [12:39:11.147] [bbotk] 0.068128288 2 0.1561133
## INFO [12:39:11.147] [bbotk] 0.087721749 3 0.2024634
## INFO [12:39:11.147] [bbotk] 0.073063001 3 0.1622306
## INFO [12:39:11.147] [bbotk] 0.040638560 2 0.1755004
## INFO [12:39:11.350] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:11.522] [bbotk] Result of batch 18:
## INFO [12:39:11.530] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:11.530] [bbotk] 1 0 886.0000 0.6602407 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 1 8 882.8690 0.7113234 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 1 8 903.5941 0.7200000 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 1 4 945.8677 0.7200000 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 1 8 888.9222 0.7200000 436.94188 33.86501
## INFO [12:39:11.530] [bbotk] 1 8 886.0000 0.7111449 129.16000 24.21139
## INFO [12:39:11.530] [bbotk] 1 8 886.0000 0.7200000 44.75356 32.29000
## INFO [12:39:11.530] [bbotk] 9 8 886.0000 0.7200000 129.16000 25.79474
## INFO [12:39:11.530] [bbotk] 1 8 904.2748 0.7200000 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 1 6 886.0000 0.7200000 129.16000 24.79961
## INFO [12:39:11.530] [bbotk] 1 8 905.7663 0.7200000 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 1 8 886.0000 0.7162582 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 1 2 965.6237 0.7321306 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] 6 8 905.7663 0.7200000 931.10566 32.29000
## INFO [12:39:11.530] [bbotk] 1 8 886.0000 0.7200000 77.99185 32.29000
## INFO [12:39:11.530] [bbotk] 1 3 1007.1552 0.7200000 129.16000 32.86189
## INFO [12:39:11.530] [bbotk] 10 3 886.0000 0.7200000 173.26751 32.29000
## INFO [12:39:11.530] [bbotk] 1 5 886.0000 0.7200000 129.16000 23.65912
## INFO [12:39:11.530] [bbotk] 1 5 886.0000 0.7361828 129.16000 32.29000
## INFO [12:39:11.530] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:11.530] [bbotk] 31.50422 33.05000 30.48000 18 NA 341 0.05
## INFO [12:39:11.530] [bbotk] 32.81500 33.05000 32.43565 18 NA 342 0.15
## INFO [12:39:11.530] [bbotk] 32.81500 30.50560 23.10127 18 NA 343 0.05
## INFO [12:39:11.530] [bbotk] 32.81500 33.05000 29.53374 18 NA 344 0.00
## INFO [12:39:11.530] [bbotk] 32.81500 33.05000 30.48000 18 NA 345 0.10
## INFO [12:39:11.530] [bbotk] 32.73846 33.05000 30.48000 18 NA 346 0.15
## INFO [12:39:11.530] [bbotk] 30.73173 31.49895 28.65118 18 NA 347 0.10
## INFO [12:39:11.530] [bbotk] 26.85283 33.05000 23.34119 18 NA 348 0.30
## INFO [12:39:11.530] [bbotk] 32.81500 33.05000 24.21400 18 NA 349 0.30
## INFO [12:39:11.530] [bbotk] 33.03489 33.05000 27.57256 18 NA 350 0.00
## INFO [12:39:11.530] [bbotk] 32.81500 33.05000 30.48000 18 NA 351 0.05
## INFO [12:39:11.530] [bbotk] 32.81500 34.35935 30.48000 18 NA 352 0.05
## INFO [12:39:11.530] [bbotk] 32.81500 39.60105 29.97047 18 NA 353 0.05
## INFO [12:39:11.530] [bbotk] 29.56091 29.53366 30.48000 18 NA 354 0.20
## INFO [12:39:11.530] [bbotk] 32.81500 32.36305 29.36187 18 NA 355 0.00
## INFO [12:39:11.530] [bbotk] 32.81500 34.87400 30.48000 18 NA 356 0.25
## INFO [12:39:11.530] [bbotk] 24.73623 33.05000 30.70450 18 NA 357 0.00
## INFO [12:39:11.530] [bbotk] 32.81500 30.92837 29.08734 18 NA 358 0.00
## INFO [12:39:11.530] [bbotk] 32.81500 33.05000 32.08542 18 NA 359 0.15
## INFO [12:39:11.530] [bbotk] 32.81500 32.49791 22.16373 18 NA 360 0.15
## INFO [12:39:11.530] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:11.530] [bbotk] 0.073670824 3 0.1648763
## INFO [12:39:11.530] [bbotk] 0.012367951 3 0.1620635
## INFO [12:39:11.530] [bbotk] 0.103880448 3 0.1918654
## INFO [12:39:11.530] [bbotk] 0.010996142 2 0.1533449
## INFO [12:39:11.530] [bbotk] 0.080038153 2 0.1214358
## INFO [12:39:11.530] [bbotk] 0.026831206 4 0.1754427
## INFO [12:39:11.530] [bbotk] 0.056664399 5 0.1560306
## INFO [12:39:11.530] [bbotk] 0.064264087 3 0.1807513
## INFO [12:39:11.530] [bbotk] 0.116969844 3 0.2450512
## INFO [12:39:11.530] [bbotk] 0.021958594 3 0.1570444
## INFO [12:39:11.530] [bbotk] 0.089517449 2 0.1804770
## INFO [12:39:11.530] [bbotk] 0.011083841 2 0.1594461
## INFO [12:39:11.530] [bbotk] 0.023586125 3 0.1688191
## INFO [12:39:11.530] [bbotk] 0.112594832 5 0.1901596
## INFO [12:39:11.530] [bbotk] 0.123217243 5 0.2580162
## INFO [12:39:11.530] [bbotk] 0.008849112 2 0.1545558
## INFO [12:39:11.530] [bbotk] 0.136555474 5 0.2253320
## INFO [12:39:11.530] [bbotk] 0.133994414 5 0.2219794
## INFO [12:39:11.530] [bbotk] 0.102269280 3 0.1932288
## INFO [12:39:11.530] [bbotk] 0.105034982 4 0.1897520
## INFO [12:39:11.747] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:11.876] [bbotk] Result of batch 19:
## INFO [12:39:11.881] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:11.881] [bbotk] 1 8 944.1986 0.7324382 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 34.56133
## INFO [12:39:11.881] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.02161 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 905.7663 0.7200000 129.1600 32.13768 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 888.1791 0.7200000 129.1600 23.53475 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 886.0000 0.7200000 559.4869 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 903.5941 0.7378105 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 1 3 886.0000 0.7176551 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 905.7518 0.7200000 129.1600 31.48910 32.81500
## INFO [12:39:11.881] [bbotk] 8 8 949.9782 0.6944187 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 886.0000 0.7185497 129.1600 32.29000 21.61857
## INFO [12:39:11.881] [bbotk] 1 6 886.0000 0.7200000 129.1600 30.10490 28.81008
## INFO [12:39:11.881] [bbotk] 1 8 904.2748 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 7 8 961.8463 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 3 8 886.0000 0.7200000 129.1600 24.23157 32.81500
## INFO [12:39:11.881] [bbotk] 1 6 901.5126 0.7200000 129.1600 32.29000 33.84153
## INFO [12:39:11.881] [bbotk] 9 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 3 1 886.0000 0.7417036 129.1600 32.29000 32.81500
## INFO [12:39:11.881] [bbotk] 1 8 886.0000 0.7155460 898.5325 32.29000 30.97931
## INFO [12:39:11.881] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:11.881] [bbotk] 33.05000 29.74590 19 NA 361 0.00 0.026349533
## INFO [12:39:11.881] [bbotk] 33.05000 28.55935 19 NA 362 0.25 0.016436217
## INFO [12:39:11.881] [bbotk] 33.03340 30.48000 19 NA 363 0.15 0.007147460
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 364 0.05 0.007628524
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 365 0.10 0.036649199
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 366 0.05 0.026627689
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 367 0.10 0.009144832
## INFO [12:39:11.881] [bbotk] 30.50560 30.48000 19 NA 368 0.00 0.067134172
## INFO [12:39:11.881] [bbotk] 22.10102 28.26134 19 NA 369 0.15 0.055558539
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 370 0.05 0.085674701
## INFO [12:39:11.881] [bbotk] 24.31591 30.95422 19 NA 371 0.25 0.073251156
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 372 0.05 0.083307147
## INFO [12:39:11.881] [bbotk] 33.05000 31.65216 19 NA 373 0.10 0.012374083
## INFO [12:39:11.881] [bbotk] 39.06877 26.48545 19 NA 374 0.00 0.124553123
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 375 0.10 0.091845144
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 376 0.05 0.068301027
## INFO [12:39:11.881] [bbotk] 33.05000 25.48830 19 NA 377 0.05 0.142765057
## INFO [12:39:11.881] [bbotk] 33.05000 29.67850 19 NA 378 0.00 0.011438077
## INFO [12:39:11.881] [bbotk] 33.05000 30.48000 19 NA 379 0.20 0.121193395
## INFO [12:39:11.881] [bbotk] 29.12123 24.69395 19 NA 380 0.15 0.096808782
## INFO [12:39:11.881] [bbotk] no_changed dist_train
## INFO [12:39:11.881] [bbotk] 3 0.1577888
## INFO [12:39:11.881] [bbotk] 2 0.1626243
## INFO [12:39:11.881] [bbotk] 2 0.1571764
## INFO [12:39:11.881] [bbotk] 2 0.1559942
## INFO [12:39:11.881] [bbotk] 2 0.1794898
## INFO [12:39:11.881] [bbotk] 1 0.1766566
## INFO [12:39:11.881] [bbotk] 2 0.1544884
## INFO [12:39:11.881] [bbotk] 3 0.1583396
## INFO [12:39:11.881] [bbotk] 4 0.1693250
## INFO [12:39:11.881] [bbotk] 3 0.2161420
## INFO [12:39:11.881] [bbotk] 4 0.2004538
## INFO [12:39:11.881] [bbotk] 3 0.1742667
## INFO [12:39:11.881] [bbotk] 2 0.1609856
## INFO [12:39:11.881] [bbotk] 4 0.2470768
## INFO [12:39:11.881] [bbotk] 2 0.2362300
## INFO [12:39:11.881] [bbotk] 3 0.1574686
## INFO [12:39:11.881] [bbotk] 3 0.1974388
## INFO [12:39:11.881] [bbotk] 2 0.1529030
## INFO [12:39:11.881] [bbotk] 3 0.1503073
## INFO [12:39:11.881] [bbotk] 5 0.2154457
## INFO [12:39:12.096] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:12.225] [bbotk] Result of batch 20:
## INFO [12:39:12.230] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:12.230] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 886.0000 0.7200000 129.1600 22.22403
## INFO [12:39:12.230] [bbotk] 1 8 904.2748 0.7200000 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 944.1986 0.7324382 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 8 8 905.7663 0.7128361 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 10 8 1008.8818 0.7200000 129.1600 33.01324
## INFO [12:39:12.230] [bbotk] 1 8 885.7929 0.7200000 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 906.9503 0.7200000 129.1600 23.65912
## INFO [12:39:12.230] [bbotk] 1 8 886.0000 0.7200000 374.7487 23.53475
## INFO [12:39:12.230] [bbotk] 1 0 892.6236 0.7200000 185.5239 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 886.0000 0.7037205 886.8550 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 888.8945 0.7200000 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 886.0000 0.7166689 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 5 962.4955 0.7200000 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 961.7913 0.7200000 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 3 875.9115 0.7200000 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] 1 8 943.6037 0.7192652 222.0353 34.69393
## INFO [12:39:12.230] [bbotk] 1 8 886.0000 0.7376869 129.1600 32.29000
## INFO [12:39:12.230] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:12.230] [bbotk] 32.81500 32.50407 28.28801 20 NA 381 0.10
## INFO [12:39:12.230] [bbotk] 32.32616 30.50560 30.48000 20 NA 382 0.00
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 28.92577 20 NA 383 0.20
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 27.57256 20 NA 384 0.00
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 29.74590 20 NA 385 0.00
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 29.85064 20 NA 386 0.00
## INFO [12:39:12.230] [bbotk] 35.33621 33.05000 21.84109 20 NA 387 0.20
## INFO [12:39:12.230] [bbotk] 30.53391 33.05000 29.67364 20 NA 388 0.00
## INFO [12:39:12.230] [bbotk] 25.90668 26.86213 25.77734 20 NA 389 0.05
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 28.65118 20 NA 390 0.00
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 29.53374 20 NA 391 0.10
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 26.18343 20 NA 392 0.15
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 28.70677 20 NA 393 0.15
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 30.48000 20 NA 394 0.10
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 30.48000 20 NA 395 0.10
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 30.48000 20 NA 396 0.05
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 30.48000 20 NA 397 0.10
## INFO [12:39:12.230] [bbotk] 32.81500 33.05000 30.48000 20 NA 398 0.00
## INFO [12:39:12.230] [bbotk] 32.81500 33.05057 29.95920 20 NA 399 0.15
## INFO [12:39:12.230] [bbotk] 32.81500 34.59391 30.48000 20 NA 400 0.20
## INFO [12:39:12.230] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:12.230] [bbotk] 0.071554473 3 0.1595395
## INFO [12:39:12.230] [bbotk] 0.014225115 3 0.1522620
## INFO [12:39:12.230] [bbotk] 0.049068860 2 0.1778121
## INFO [12:39:12.230] [bbotk] 0.021105928 2 0.1561918
## INFO [12:39:12.230] [bbotk] 0.026349533 3 0.1577888
## INFO [12:39:12.230] [bbotk] 0.070165370 4 0.2118227
## INFO [12:39:12.230] [bbotk] 0.158578314 5 0.2811020
## INFO [12:39:12.230] [bbotk] 0.012976178 3 0.1515117
## INFO [12:39:12.230] [bbotk] 0.128554189 4 0.1887376
## INFO [12:39:12.230] [bbotk] 0.051993846 3 0.1652273
## INFO [12:39:12.230] [bbotk] 0.055835055 3 0.1906969
## INFO [12:39:12.230] [bbotk] 0.086278488 4 0.1728460
## INFO [12:39:12.230] [bbotk] 0.058467353 3 0.2011848
## INFO [12:39:12.230] [bbotk] 0.001025687 1 0.1496372
## INFO [12:39:12.230] [bbotk] 0.000544291 1 0.1505733
## INFO [12:39:12.230] [bbotk] 0.085930381 2 0.1757184
## INFO [12:39:12.230] [bbotk] 0.026857305 1 0.1656845
## INFO [12:39:12.230] [bbotk] 0.062398487 2 0.1536039
## INFO [12:39:12.230] [bbotk] 0.038752528 6 0.1720984
## INFO [12:39:12.230] [bbotk] 0.007700295 2 0.1542120
## INFO [12:39:12.442] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:12.574] [bbotk] Result of batch 21:
## INFO [12:39:12.579] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:12.579] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:12.579] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:12.579] [bbotk] 3 8 886.0000 0.7200000 129.16000 29.45579 36.12067
## INFO [12:39:12.579] [bbotk] 1 2 870.1760 0.7519477 686.95204 32.29000 32.81500
## INFO [12:39:12.579] [bbotk] 1 8 882.7238 0.7200000 129.16000 34.10166 32.81500
## INFO [12:39:12.579] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:12.579] [bbotk] 7 6 864.2219 0.7200000 129.16000 32.29000 32.44401
## INFO [12:39:12.579] [bbotk] 1 8 888.0130 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:12.579] [bbotk] 1 8 906.9503 0.7433827 290.34660 27.67983 32.81500
## INFO [12:39:12.579] [bbotk] 1 5 944.1986 0.7200000 696.91387 27.20831 32.81500
## INFO [12:39:12.579] [bbotk] 1 1 924.6885 0.7200000 129.16000 32.29000 33.94854
## INFO [12:39:12.579] [bbotk] 1 9 911.3867 0.7200000 129.16000 32.29000 26.62586
## INFO [12:39:12.579] [bbotk] 1 1 886.0000 0.7200000 26.01064 32.29000 32.81500
## INFO [12:39:12.579] [bbotk] 1 8 870.7450 0.7200000 812.35607 26.51321 32.81500
## INFO [12:39:12.579] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:12.579] [bbotk] 1 8 886.0000 0.7098786 788.20668 32.29000 32.81500
## INFO [12:39:12.579] [bbotk] 1 8 906.3288 0.7200000 129.16000 32.29000 32.99338
## INFO [12:39:12.579] [bbotk] 1 8 936.5701 0.7200000 129.16000 32.29000 32.70116
## INFO [12:39:12.579] [bbotk] 1 8 905.7663 0.7200000 129.16000 25.72655 25.64448
## INFO [12:39:12.579] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 33.86641
## INFO [12:39:12.579] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:12.579] [bbotk] 33.05000 30.48000 21 NA 401 0.10 0.000000000
## INFO [12:39:12.579] [bbotk] 33.05000 30.48000 21 NA 402 0.10 0.000000000
## INFO [12:39:12.579] [bbotk] 39.70985 30.48000 21 NA 403 0.20 0.104005381
## INFO [12:39:12.579] [bbotk] 33.05000 30.48000 21 NA 404 0.15 0.104166045
## INFO [12:39:12.579] [bbotk] 33.05000 30.48000 21 NA 405 0.15 0.008584722
## INFO [12:39:12.579] [bbotk] 33.05000 30.48000 21 NA 406 0.10 0.000000000
## INFO [12:39:12.579] [bbotk] 32.13574 30.52105 21 NA 407 0.10 0.129857912
## INFO [12:39:12.579] [bbotk] 33.05000 29.58526 21 NA 408 0.10 0.005215594
## INFO [12:39:12.579] [bbotk] 33.05000 30.48000 21 NA 409 0.10 0.040109917
## INFO [12:39:12.579] [bbotk] 33.05000 31.33104 21 NA 410 0.05 0.139684061
## INFO [12:39:12.579] [bbotk] 33.05000 23.30864 21 NA 411 0.05 0.113014500
## INFO [12:39:12.579] [bbotk] 28.35859 23.96448 21 NA 412 0.35 0.139221260
## INFO [12:39:12.579] [bbotk] 21.42877 27.03216 21 NA 413 0.15 0.118763253
## INFO [12:39:12.579] [bbotk] 33.05000 22.53969 21 NA 414 0.25 0.111307687
## INFO [12:39:12.579] [bbotk] 30.50560 30.48000 21 NA 415 0.00 0.066751011
## INFO [12:39:12.579] [bbotk] 33.05000 28.73780 21 NA 416 0.15 0.051200854
## INFO [12:39:12.579] [bbotk] 33.05000 27.62475 21 NA 417 0.00 0.022262857
## INFO [12:39:12.579] [bbotk] 33.05000 28.56998 21 NA 418 0.00 0.027972520
## INFO [12:39:12.579] [bbotk] 33.05000 30.48000 21 NA 419 0.05 0.061704456
## INFO [12:39:12.579] [bbotk] 33.05000 30.48000 21 NA 420 0.15 0.004076952
## INFO [12:39:12.579] [bbotk] no_changed dist_train
## INFO [12:39:12.579] [bbotk] 0 0.1500290
## INFO [12:39:12.579] [bbotk] 0 0.1500290
## INFO [12:39:12.579] [bbotk] 4 0.2447223
## INFO [12:39:12.579] [bbotk] 4 0.1921035
## INFO [12:39:12.579] [bbotk] 2 0.1586137
## INFO [12:39:12.579] [bbotk] 0 0.1500290
## INFO [12:39:12.579] [bbotk] 6 0.2210633
## INFO [12:39:12.579] [bbotk] 2 0.1506067
## INFO [12:39:12.579] [bbotk] 4 0.1696469
## INFO [12:39:12.579] [bbotk] 5 0.2292262
## INFO [12:39:12.579] [bbotk] 4 0.1401381
## INFO [12:39:12.579] [bbotk] 5 0.1901771
## INFO [12:39:12.579] [bbotk] 4 0.1479099
## INFO [12:39:12.579] [bbotk] 4 0.2393891
## INFO [12:39:12.579] [bbotk] 2 0.1579564
## INFO [12:39:12.579] [bbotk] 3 0.1959307
## INFO [12:39:12.579] [bbotk] 3 0.1558930
## INFO [12:39:12.579] [bbotk] 3 0.1496133
## INFO [12:39:12.579] [bbotk] 3 0.1691251
## INFO [12:39:12.579] [bbotk] 1 0.1534855
## INFO [12:39:12.812] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:12.952] [bbotk] Result of batch 22:
## INFO [12:39:12.957] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:12.957] [bbotk] 1 8 905.3834 0.7200000 129.1600 32.29000 33.37407
## INFO [12:39:12.957] [bbotk] 1 9 906.7516 0.7200000 129.1600 23.65812 32.79874
## INFO [12:39:12.957] [bbotk] 1 8 908.3657 0.6905773 129.1600 32.29000 32.81500
## INFO [12:39:12.957] [bbotk] 1 2 880.9689 0.7444932 190.2461 30.23002 32.81500
## INFO [12:39:12.957] [bbotk] 1 8 936.5701 0.7200000 129.1600 32.29000 32.70116
## INFO [12:39:12.957] [bbotk] 1 8 904.2748 0.7200000 129.1600 32.29000 33.03489
## INFO [12:39:12.957] [bbotk] 1 8 886.0000 0.7468697 314.7623 32.29000 34.49400
## INFO [12:39:12.957] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:12.957] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.64214 32.81500
## INFO [12:39:12.957] [bbotk] 1 5 886.0000 0.7200000 129.1600 34.27223 32.81500
## INFO [12:39:12.957] [bbotk] 12 6 886.0000 0.7042366 129.1600 32.29000 30.69524
## INFO [12:39:12.957] [bbotk] 5 8 886.0000 0.7200000 129.1600 24.82289 35.01714
## INFO [12:39:12.957] [bbotk] 6 8 886.0000 0.7330147 129.1600 32.29000 32.81500
## INFO [12:39:12.957] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:12.957] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:12.957] [bbotk] 1 8 875.0290 0.7335673 129.1600 32.29000 32.81500
## INFO [12:39:12.957] [bbotk] 1 0 906.2759 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:12.957] [bbotk] 1 5 886.0000 0.7335533 129.1600 32.29000 32.81500
## INFO [12:39:12.957] [bbotk] 1 5 993.5966 0.7200000 129.1600 32.29000 21.51433
## INFO [12:39:12.957] [bbotk] 5 4 886.0000 0.7420760 129.1600 35.12128 32.81500
## INFO [12:39:12.957] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:12.957] [bbotk] 33.05000 28.40119 22 NA 421 0.00 0.019497010
## INFO [12:39:12.957] [bbotk] 33.74235 21.54036 22 NA 422 0.10 0.148752517
## INFO [12:39:12.957] [bbotk] 30.95111 28.49535 22 NA 423 0.00 0.029259204
## INFO [12:39:12.957] [bbotk] 33.45082 30.48000 22 NA 424 0.20 0.078078530
## INFO [12:39:12.957] [bbotk] 33.05000 30.48000 22 NA 425 0.10 0.018361378
## INFO [12:39:12.957] [bbotk] 33.05000 30.48000 22 NA 426 0.05 0.007328503
## INFO [12:39:12.957] [bbotk] 33.74129 30.48000 22 NA 427 0.25 0.024539483
## INFO [12:39:12.957] [bbotk] 33.05000 27.38957 22 NA 428 0.20 0.015550911
## INFO [12:39:12.957] [bbotk] 37.35707 30.48000 22 NA 429 0.15 0.023057870
## INFO [12:39:12.957] [bbotk] 24.89120 28.37928 22 NA 430 0.15 0.102936965
## INFO [12:39:12.957] [bbotk] 33.05000 30.48000 22 NA 431 0.00 0.128442414
## INFO [12:39:12.957] [bbotk] 33.05000 29.57605 22 NA 432 0.20 0.102509760
## INFO [12:39:12.957] [bbotk] 33.05000 23.77118 22 NA 433 0.20 0.094708578
## INFO [12:39:12.957] [bbotk] 33.05000 30.48000 22 NA 434 0.00 0.058823529
## INFO [12:39:12.957] [bbotk] 30.50560 30.48000 22 NA 435 0.10 0.007927481
## INFO [12:39:12.957] [bbotk] 33.05000 30.48000 22 NA 436 0.10 0.006104541
## INFO [12:39:12.957] [bbotk] 33.05000 30.48000 22 NA 437 0.05 0.066008461
## INFO [12:39:12.957] [bbotk] 39.88711 30.48000 22 NA 438 0.05 0.082340193
## INFO [12:39:12.957] [bbotk] 33.05000 30.48000 22 NA 439 0.05 0.140771023
## INFO [12:39:12.957] [bbotk] 36.52143 26.61760 22 NA 440 0.15 0.163107351
## INFO [12:39:12.957] [bbotk] no_changed dist_train
## INFO [12:39:12.957] [bbotk] 3 0.1537972
## INFO [12:39:12.957] [bbotk] 6 0.2209245
## INFO [12:39:12.957] [bbotk] 4 0.1387516
## INFO [12:39:12.957] [bbotk] 6 0.1655209
## INFO [12:39:12.957] [bbotk] 2 0.1563057
## INFO [12:39:12.957] [bbotk] 2 0.1553196
## INFO [12:39:12.957] [bbotk] 4 0.1704308
## INFO [12:39:12.957] [bbotk] 1 0.1623594
## INFO [12:39:12.957] [bbotk] 2 0.1591463
## INFO [12:39:12.957] [bbotk] 4 0.1909219
## INFO [12:39:12.957] [bbotk] 4 0.2196478
## INFO [12:39:12.957] [bbotk] 4 0.2377973
## INFO [12:39:12.957] [bbotk] 3 0.2382491
## INFO [12:39:12.957] [bbotk] 1 0.1500290
## INFO [12:39:12.957] [bbotk] 1 0.1579564
## INFO [12:39:12.957] [bbotk] 2 0.1528655
## INFO [12:39:12.957] [bbotk] 2 0.1557965
## INFO [12:39:12.957] [bbotk] 3 0.1700284
## INFO [12:39:12.957] [bbotk] 3 0.2305590
## INFO [12:39:12.957] [bbotk] 6 0.1979403
## INFO [12:39:13.167] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:13.317] [bbotk] Result of batch 23:
## INFO [12:39:13.322] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:13.322] [bbotk] 1 8 886.0000 0.7631969 129.1600 32.29000 32.44027
## INFO [12:39:13.322] [bbotk] 8 2 877.6961 0.7550723 129.1600 32.29000 30.15456
## INFO [12:39:13.322] [bbotk] 1 0 886.0000 0.7200000 361.7265 32.29000 35.24303
## INFO [12:39:13.322] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.70112
## INFO [12:39:13.322] [bbotk] 1 8 872.6742 0.7200000 129.1600 32.29000 32.83307
## INFO [12:39:13.322] [bbotk] 1 3 924.1340 0.7117707 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 1 4 906.3386 0.7533062 930.8208 32.29000 26.35365
## INFO [12:39:13.322] [bbotk] 1 8 905.9072 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 1 8 888.7721 0.7200000 129.1600 22.80354 35.66127
## INFO [12:39:13.322] [bbotk] 6 8 881.6974 0.7200000 825.7872 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 12 8 886.0000 0.7183436 400.1010 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 1 8 886.0000 0.6951041 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 12 8 901.4894 0.6742349 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 1 3 931.6992 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] 1 8 886.0000 0.6713055 129.1600 29.38031 32.81500
## INFO [12:39:13.322] [bbotk] 1 8 885.7929 0.7200000 556.6070 32.29000 30.53391
## INFO [12:39:13.322] [bbotk] 2 8 971.6559 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:13.322] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:13.322] [bbotk] 33.05000 21.98004 23 NA 441 0.25 0.051282790
## INFO [12:39:13.322] [bbotk] 31.94550 30.48000 23 NA 442 0.15 0.140077827
## INFO [12:39:13.322] [bbotk] 38.23584 30.48000 23 NA 443 0.20 0.098786472
## INFO [12:39:13.322] [bbotk] 30.50560 30.48000 23 NA 444 0.00 0.066751011
## INFO [12:39:13.322] [bbotk] 30.20223 30.48000 23 NA 445 0.10 0.009314253
## INFO [12:39:13.322] [bbotk] 38.79718 24.21571 23 NA 446 0.25 0.054220032
## INFO [12:39:13.322] [bbotk] 33.05000 30.48000 23 NA 447 0.05 0.073681305
## INFO [12:39:13.322] [bbotk] 33.05000 30.48000 23 NA 448 0.10 0.000000000
## INFO [12:39:13.322] [bbotk] 33.05000 25.97466 23 NA 449 0.00 0.168803276
## INFO [12:39:13.322] [bbotk] 33.05000 30.48000 23 NA 450 0.05 0.007054277
## INFO [12:39:13.322] [bbotk] 33.05000 22.66397 23 NA 451 0.30 0.090222344
## INFO [12:39:13.322] [bbotk] 33.05000 32.83982 23 NA 452 0.10 0.115328466
## INFO [12:39:13.322] [bbotk] 34.55045 30.48000 23 NA 453 0.15 0.080534314
## INFO [12:39:13.322] [bbotk] 33.05000 30.48000 23 NA 454 0.10 0.004067956
## INFO [12:39:13.322] [bbotk] 33.05000 30.48000 23 NA 455 0.10 0.071790267
## INFO [12:39:13.322] [bbotk] 33.05000 29.71437 23 NA 456 0.00 0.078870052
## INFO [12:39:13.322] [bbotk] 33.05000 28.40119 23 NA 457 0.20 0.010460498
## INFO [12:39:13.322] [bbotk] 33.05000 29.79699 23 NA 458 0.10 0.023316762
## INFO [12:39:13.322] [bbotk] 33.05000 30.48000 23 NA 459 0.00 0.035368093
## INFO [12:39:13.322] [bbotk] 39.65505 30.48000 23 NA 460 0.05 0.109755499
## INFO [12:39:13.322] [bbotk] no_changed dist_train
## INFO [12:39:13.322] [bbotk] 3 0.1948233
## INFO [12:39:13.322] [bbotk] 6 0.2280153
## INFO [12:39:13.322] [bbotk] 4 0.1888198
## INFO [12:39:13.322] [bbotk] 2 0.1579564
## INFO [12:39:13.322] [bbotk] 2 0.1590632
## INFO [12:39:13.322] [bbotk] 4 0.1969921
## INFO [12:39:13.322] [bbotk] 3 0.1634693
## INFO [12:39:13.322] [bbotk] 0 0.1500290
## INFO [12:39:13.322] [bbotk] 6 0.1830826
## INFO [12:39:13.322] [bbotk] 1 0.1556658
## INFO [12:39:13.322] [bbotk] 4 0.2163390
## INFO [12:39:13.322] [bbotk] 4 0.2653574
## INFO [12:39:13.322] [bbotk] 4 0.2303140
## INFO [12:39:13.322] [bbotk] 1 0.1540969
## INFO [12:39:13.322] [bbotk] 3 0.2101978
## INFO [12:39:13.322] [bbotk] 3 0.1654376
## INFO [12:39:13.322] [bbotk] 1 0.1572690
## INFO [12:39:13.322] [bbotk] 3 0.1449147
## INFO [12:39:13.322] [bbotk] 3 0.1820187
## INFO [12:39:13.322] [bbotk] 3 0.2407593
## INFO [12:39:13.508] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:13.640] [bbotk] Result of batch 24:
## INFO [12:39:13.658] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:13.658] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 1 886.0000 0.6930592 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 5 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 5 886.0000 0.7200000 139.2860 35.61682
## INFO [12:39:13.658] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 8 904.2748 0.7200000 768.9500 32.29000
## INFO [12:39:13.658] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 8 886.0000 0.7324382 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 8 875.9115 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 8 903.5941 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 8 886.0000 0.7200000 684.9149 32.29000
## INFO [12:39:13.658] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 8 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 6 8 886.0000 0.7041149 129.1600 32.36160
## INFO [12:39:13.658] [bbotk] 1 6 885.9921 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 6 1004.3631 0.7200000 129.1600 21.62642
## INFO [12:39:13.658] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] 1 3 974.3553 0.7200000 129.1600 32.29000
## INFO [12:39:13.658] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 461 0.10
## INFO [12:39:13.658] [bbotk] 32.81500 30.50560 30.48000 24 NA 462 0.00
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 25.18949 24 NA 463 0.15
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 28.40119 24 NA 464 0.20
## INFO [12:39:13.658] [bbotk] 32.81500 26.32670 27.57256 24 NA 465 0.15
## INFO [12:39:13.658] [bbotk] 33.78547 24.33155 30.48000 24 NA 466 0.30
## INFO [12:39:13.658] [bbotk] 33.03489 33.05000 26.30066 24 NA 467 0.00
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 468 0.10
## INFO [12:39:13.658] [bbotk] 32.81500 24.46914 30.48000 24 NA 469 0.30
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 470 0.10
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 471 0.10
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 472 0.05
## INFO [12:39:13.658] [bbotk] 32.81500 37.49229 30.48000 24 NA 473 0.05
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 27.62475 24 NA 474 0.20
## INFO [12:39:13.658] [bbotk] 33.15805 33.05000 25.44942 24 NA 475 0.15
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 476 0.15
## INFO [12:39:13.658] [bbotk] 30.53768 33.05000 29.67776 24 NA 477 0.00
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 478 0.10
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 479 0.10
## INFO [12:39:13.658] [bbotk] 32.81500 33.05000 30.48000 24 NA 480 0.00
## INFO [12:39:13.658] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:13.658] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:13.658] [bbotk] 0.066751011 2 0.1579564
## INFO [12:39:13.658] [bbotk] 0.089847231 3 0.1190087
## INFO [12:39:13.658] [bbotk] 0.069284027 2 0.2160925
## INFO [12:39:13.658] [bbotk] 0.108660240 5 0.1966452
## INFO [12:39:13.658] [bbotk] 0.030926783 2 0.1803353
## INFO [12:39:13.658] [bbotk] 0.067947544 4 0.2030334
## INFO [12:39:13.658] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:13.658] [bbotk] 0.026734983 1 0.1767639
## INFO [12:39:13.658] [bbotk] 0.002032382 1 0.1487934
## INFO [12:39:13.658] [bbotk] 0.003574958 1 0.1536039
## INFO [12:39:13.658] [bbotk] 0.006234613 1 0.1548461
## INFO [12:39:13.658] [bbotk] 0.048229540 2 0.1946853
## INFO [12:39:13.658] [bbotk] 0.014367479 1 0.1611760
## INFO [12:39:13.658] [bbotk] 0.085467379 3 0.2316555
## INFO [12:39:13.658] [bbotk] 0.061712520 3 0.2117415
## INFO [12:39:13.658] [bbotk] 0.071693746 4 0.1596787
## INFO [12:39:13.658] [bbotk] 0.144463470 3 0.2340056
## INFO [12:39:13.658] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:13.658] [bbotk] 0.090133006 2 0.1799210
## INFO [12:39:13.866] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:14.011] [bbotk] Result of batch 25:
## INFO [12:39:14.018] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:14.018] [bbotk] 1 8 886.0000 0.7200000 939.36837 31.60801
## INFO [12:39:14.018] [bbotk] 12 8 886.0000 0.7146545 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 3 886.0000 0.7200000 306.98325 31.27316
## INFO [12:39:14.018] [bbotk] 1 1 1007.0405 0.7200000 129.16000 35.57128
## INFO [12:39:14.018] [bbotk] 1 8 1000.2480 0.7133952 51.71059 32.29000
## INFO [12:39:14.018] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 8 906.2949 0.7200000 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 3 886.0000 0.7200000 835.26816 32.29000
## INFO [12:39:14.018] [bbotk] 1 8 936.5701 0.7200000 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 7 9 945.3178 0.7629065 891.47942 31.92997
## INFO [12:39:14.018] [bbotk] 1 8 910.5541 0.6708531 193.46639 32.29000
## INFO [12:39:14.018] [bbotk] 1 8 886.0000 0.7524453 804.20087 35.21899
## INFO [12:39:14.018] [bbotk] 1 8 909.4358 0.6636173 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 5 899.0593 0.7944632 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 6 8 994.9866 0.7200000 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:14.018] [bbotk] 1 0 886.0000 0.7200000 573.72704 32.29000
## INFO [12:39:14.018] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:14.018] [bbotk] 32.81500 33.05000 30.48000 25 NA 481 0.05
## INFO [12:39:14.018] [bbotk] 30.53391 33.05000 23.50219 25 NA 482 0.20
## INFO [12:39:14.018] [bbotk] 32.81500 33.05000 30.48000 25 NA 483 0.00
## INFO [12:39:14.018] [bbotk] 32.81500 29.82132 30.48000 25 NA 484 0.20
## INFO [12:39:14.018] [bbotk] 32.81487 33.05000 26.74483 25 NA 485 0.20
## INFO [12:39:14.018] [bbotk] 32.81500 33.05000 30.48000 25 NA 486 0.00
## INFO [12:39:14.018] [bbotk] 32.97096 33.05000 30.48000 25 NA 487 0.05
## INFO [12:39:14.018] [bbotk] 32.82468 33.05000 28.34054 25 NA 488 0.05
## INFO [12:39:14.018] [bbotk] 32.81500 33.05000 30.48000 25 NA 489 0.10
## INFO [12:39:14.018] [bbotk] 32.81500 28.32625 30.48000 25 NA 490 0.15
## INFO [12:39:14.018] [bbotk] 25.95045 32.37996 30.48000 25 NA 491 0.05
## INFO [12:39:14.018] [bbotk] 32.81500 35.81482 27.83130 25 NA 492 0.10
## INFO [12:39:14.018] [bbotk] 32.81500 33.05000 30.48000 25 NA 493 0.15
## INFO [12:39:14.018] [bbotk] 32.81500 33.05000 25.81493 25 NA 494 0.05
## INFO [12:39:14.018] [bbotk] 32.81500 30.50560 30.48000 25 NA 495 0.10
## INFO [12:39:14.018] [bbotk] 30.13057 33.05000 30.48000 25 NA 496 0.05
## INFO [12:39:14.018] [bbotk] 32.81500 31.45545 26.33387 25 NA 497 0.00
## INFO [12:39:14.018] [bbotk] 32.81500 38.90486 30.40232 25 NA 498 0.05
## INFO [12:39:14.018] [bbotk] 32.81500 33.05000 30.48000 25 NA 499 0.00
## INFO [12:39:14.018] [bbotk] 32.81500 33.05000 26.45473 25 NA 500 0.15
## INFO [12:39:14.018] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:14.018] [bbotk] 0.052928566 2 0.2027117
## INFO [12:39:14.018] [bbotk] 0.103654188 4 0.2322544
## INFO [12:39:14.018] [bbotk] 0.073993613 3 0.1649532
## INFO [12:39:14.018] [bbotk] 0.125220633 4 0.1561851
## INFO [12:39:14.018] [bbotk] 0.065152080 5 0.1769215
## INFO [12:39:14.018] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:14.018] [bbotk] 0.007796427 2 0.1557875
## INFO [12:39:14.018] [bbotk] 0.113319147 4 0.2012291
## INFO [12:39:14.018] [bbotk] 0.017919943 1 0.1567472
## INFO [12:39:14.018] [bbotk] 0.073541104 2 0.1647465
## INFO [12:39:14.018] [bbotk] 0.223029474 8 0.3093036
## INFO [12:39:14.018] [bbotk] 0.042653019 5 0.1572275
## INFO [12:39:14.018] [bbotk] 0.059073901 3 0.2058349
## INFO [12:39:14.018] [bbotk] 0.040991983 3 0.1539944
## INFO [12:39:14.018] [bbotk] 0.007927481 1 0.1579564
## INFO [12:39:14.018] [bbotk] 0.010409219 1 0.1539318
## INFO [12:39:14.018] [bbotk] 0.101449600 5 0.1847492
## INFO [12:39:14.018] [bbotk] 0.116076435 4 0.2470803
## INFO [12:39:14.018] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:14.018] [bbotk] 0.106587324 3 0.1945723
## INFO [12:39:14.260] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:14.392] [bbotk] Result of batch 26:
## INFO [12:39:14.398] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 10 3 886.0000 0.7200000 129.1600 30.50476
## INFO [12:39:14.398] [bbotk] 12 8 904.2748 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 2 1009.8508 0.7061875 553.7552 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7216688 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 967.2302 0.7200000 129.1600 33.73111
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 2 886.0000 0.6998547 462.5432 32.29000
## INFO [12:39:14.398] [bbotk] 1 3 977.6068 0.7131794 253.2365 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7200000 235.4022 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.66451
## INFO [12:39:14.398] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 12 8 891.1165 0.7361814 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 2 8 886.0000 0.6915667 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] 1 8 901.4210 0.7183193 129.1600 32.29000
## INFO [12:39:14.398] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:14.398] [bbotk] 32.81500 33.05000 30.48000 26 NA 501 0.10
## INFO [12:39:14.398] [bbotk] 32.81500 33.05000 30.48000 26 NA 502 0.00
## INFO [12:39:14.398] [bbotk] 32.81500 32.09000 30.48000 26 NA 503 0.15
## INFO [12:39:14.398] [bbotk] 33.33736 33.05000 29.13918 26 NA 504 0.05
## INFO [12:39:14.398] [bbotk] 33.03489 33.05000 30.48000 26 NA 505 0.05
## INFO [12:39:14.398] [bbotk] 32.81500 33.05000 30.48000 26 NA 506 0.05
## INFO [12:39:14.398] [bbotk] 32.96824 33.05000 26.61760 26 NA 507 0.20
## INFO [12:39:14.398] [bbotk] 25.14001 33.05000 30.48000 26 NA 508 0.10
## INFO [12:39:14.398] [bbotk] 23.01487 33.05000 29.53374 26 NA 509 0.00
## INFO [12:39:14.398] [bbotk] 32.81500 33.05000 30.48000 26 NA 510 0.10
## INFO [12:39:14.398] [bbotk] 32.81500 33.05000 30.48000 26 NA 511 0.20
## INFO [12:39:14.398] [bbotk] 33.33633 33.19936 30.48000 26 NA 512 0.00
## INFO [12:39:14.398] [bbotk] 32.81500 33.76302 30.48000 26 NA 513 0.15
## INFO [12:39:14.398] [bbotk] 32.81500 33.05000 30.48000 26 NA 514 0.10
## INFO [12:39:14.398] [bbotk] 32.81500 33.05000 22.41752 26 NA 515 0.20
## INFO [12:39:14.398] [bbotk] 32.81500 33.05000 29.67850 26 NA 516 0.00
## INFO [12:39:14.398] [bbotk] 33.15228 33.05000 22.88281 26 NA 517 0.20
## INFO [12:39:14.398] [bbotk] 31.31300 33.05000 29.34221 26 NA 518 0.05
## INFO [12:39:14.398] [bbotk] 22.57782 35.89460 28.55183 26 NA 519 0.10
## INFO [12:39:14.398] [bbotk] 32.81500 33.05631 28.42532 26 NA 520 0.00
## INFO [12:39:14.398] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:14.398] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:14.398] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:14.398] [bbotk] 0.002991015 1 0.1530200
## INFO [12:39:14.398] [bbotk] 0.133735011 5 0.2208537
## INFO [12:39:14.398] [bbotk] 0.066152033 3 0.2141431
## INFO [12:39:14.398] [bbotk] 0.131241100 4 0.2210291
## INFO [12:39:14.398] [bbotk] 0.020029599 2 0.1662177
## INFO [12:39:14.398] [bbotk] 0.030033375 2 0.1714189
## INFO [12:39:14.398] [bbotk] 0.077452714 4 0.1838014
## INFO [12:39:14.398] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:14.398] [bbotk] 0.082744275 3 0.1739497
## INFO [12:39:14.398] [bbotk] 0.102564126 6 0.1914825
## INFO [12:39:14.398] [bbotk] 0.008795543 2 0.1585752
## INFO [12:39:14.398] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:14.398] [bbotk] 0.042104713 2 0.1889132
## INFO [12:39:14.398] [bbotk] 0.011438077 2 0.1529030
## INFO [12:39:14.398] [bbotk] 0.039536541 2 0.1857246
## INFO [12:39:14.398] [bbotk] 0.074830068 5 0.2124461
## INFO [12:39:14.398] [bbotk] 0.121730707 5 0.2375208
## INFO [12:39:14.398] [bbotk] 0.016097901 4 0.1526571
## INFO [12:39:14.882] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:15.008] [bbotk] Result of batch 27:
## INFO [12:39:15.013] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:15.013] [bbotk] 1 4 914.0050 0.7200000 129.16 33.08204 25.59948
## INFO [12:39:15.013] [bbotk] 1 8 888.2376 0.6838757 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 8 886.0000 0.7183309 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 7 886.0000 0.7202436 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 3 886.0000 0.7215242 129.16 32.29000 31.96320
## INFO [12:39:15.013] [bbotk] 5 8 874.0378 0.6428092 129.16 32.29000 24.02398
## INFO [12:39:15.013] [bbotk] 1 3 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 8 889.0970 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 8 936.5701 0.7200000 129.16 32.29000 32.70116
## INFO [12:39:15.013] [bbotk] 1 3 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 5 8 885.9572 0.7200000 129.16 33.35900 33.81357
## INFO [12:39:15.013] [bbotk] 1 8 885.6636 0.7200000 129.16 32.29000 33.41617
## INFO [12:39:15.013] [bbotk] 1 8 886.0000 0.7200000 129.16 34.47280 32.81500
## INFO [12:39:15.013] [bbotk] 1 8 906.8968 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 8 895.5750 0.7200000 129.16 23.69784 32.81500
## INFO [12:39:15.013] [bbotk] 1 8 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 8 986.2501 0.7200000 129.16 29.99785 32.81500
## INFO [12:39:15.013] [bbotk] 1 8 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 3 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] 1 2 886.0000 0.7138850 129.16 32.29000 32.81500
## INFO [12:39:15.013] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:15.013] [bbotk] 33.05000 28.90201 27 NA 521 0.00 0.107912371
## INFO [12:39:15.013] [bbotk] 30.91986 30.48000 27 NA 522 0.05 0.013332377
## INFO [12:39:15.013] [bbotk] 33.04775 29.64067 27 NA 523 0.10 0.004503215
## INFO [12:39:15.013] [bbotk] 27.64942 30.48000 27 NA 524 0.20 0.075689676
## INFO [12:39:15.013] [bbotk] 33.05000 30.48000 27 NA 525 0.00 0.062375555
## INFO [12:39:15.013] [bbotk] 33.05000 30.48000 27 NA 526 0.10 0.109763563
## INFO [12:39:15.013] [bbotk] 33.05000 30.48216 27 NA 527 0.00 0.058834407
## INFO [12:39:15.013] [bbotk] 21.44134 30.48000 27 NA 528 0.25 0.037265980
## INFO [12:39:15.013] [bbotk] 33.05000 28.56998 27 NA 529 0.00 0.027972520
## INFO [12:39:15.013] [bbotk] 33.05000 30.48000 27 NA 530 0.00 0.058823529
## INFO [12:39:15.013] [bbotk] 33.05000 29.65685 27 NA 531 0.15 0.071233335
## INFO [12:39:15.013] [bbotk] 34.20654 30.48000 27 NA 532 0.15 0.006053676
## INFO [12:39:15.013] [bbotk] 37.54319 24.59019 27 NA 533 0.30 0.052581128
## INFO [12:39:15.013] [bbotk] 33.05000 29.67850 27 NA 534 0.00 0.011438077
## INFO [12:39:15.013] [bbotk] 33.05000 30.48000 27 NA 535 0.10 0.038601724
## INFO [12:39:15.013] [bbotk] 33.05000 30.48000 27 NA 536 0.10 0.000000000
## INFO [12:39:15.013] [bbotk] 33.05000 26.67082 27 NA 537 0.10 0.064084795
## INFO [12:39:15.013] [bbotk] 33.05000 30.48000 27 NA 538 0.10 0.000000000
## INFO [12:39:15.013] [bbotk] 29.97400 30.48000 27 NA 539 0.00 0.068407267
## INFO [12:39:15.013] [bbotk] 33.05000 30.48000 27 NA 540 0.20 0.059822709
## INFO [12:39:15.013] [bbotk] no_changed dist_train
## INFO [12:39:15.013] [bbotk] 5 0.1335853
## INFO [12:39:15.013] [bbotk] 3 0.1510087
## INFO [12:39:15.013] [bbotk] 3 0.1513117
## INFO [12:39:15.013] [bbotk] 3 0.1668155
## INFO [12:39:15.013] [bbotk] 3 0.1530829
## INFO [12:39:15.013] [bbotk] 4 0.2259233
## INFO [12:39:15.013] [bbotk] 2 0.1500398
## INFO [12:39:15.013] [bbotk] 2 0.1857033
## INFO [12:39:15.013] [bbotk] 3 0.1496133
## INFO [12:39:15.013] [bbotk] 1 0.1500290
## INFO [12:39:15.013] [bbotk] 5 0.2174214
## INFO [12:39:15.013] [bbotk] 3 0.1552130
## INFO [12:39:15.013] [bbotk] 3 0.1886696
## INFO [12:39:15.013] [bbotk] 2 0.1529030
## INFO [12:39:15.013] [bbotk] 2 0.1762006
## INFO [12:39:15.013] [bbotk] 0 0.1500290
## INFO [12:39:15.013] [bbotk] 3 0.1678231
## INFO [12:39:15.013] [bbotk] 0 0.1500290
## INFO [12:39:15.013] [bbotk] 2 0.1596127
## INFO [12:39:15.013] [bbotk] 2 0.1510281
## INFO [12:39:15.235] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:15.375] [bbotk] Result of batch 28:
## INFO [12:39:15.380] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:15.380] [bbotk] 1 7 912.7289 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 5 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 8 0 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 9 868.5107 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 10 8 959.1647 0.7217514 129.1600 32.29000 23.51267
## INFO [12:39:15.380] [bbotk] 3 8 875.5154 0.7200000 218.0711 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 3 863.1226 0.7224898 476.4104 24.53165 32.81500
## INFO [12:39:15.380] [bbotk] 1 0 903.8558 0.7182494 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 8 902.0160 0.7200000 927.0405 32.29000 31.92404
## INFO [12:39:15.380] [bbotk] 7 4 886.0000 0.7345404 129.1600 27.44851 25.59948
## INFO [12:39:15.380] [bbotk] 1 8 906.8968 0.7118377 794.6496 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] 3 6 886.0000 0.6702146 164.1044 25.07719 32.78140
## INFO [12:39:15.380] [bbotk] 1 8 917.4891 0.7428604 129.1600 32.29000 32.81500
## INFO [12:39:15.380] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:15.380] [bbotk] 33.05000 29.82998 28 NA 541 0.05 0.07156600
## INFO [12:39:15.380] [bbotk] 30.85499 30.46734 28 NA 542 0.20 0.06572612
## INFO [12:39:15.380] [bbotk] 33.05000 30.48000 28 NA 543 0.10 0.00000000
## INFO [12:39:15.380] [bbotk] 24.00881 30.48000 28 NA 544 0.25 0.08699276
## INFO [12:39:15.380] [bbotk] 33.05000 21.47198 28 NA 545 0.20 0.16297500
## INFO [12:39:15.380] [bbotk] 38.94293 30.48000 28 NA 546 0.10 0.08338134
## INFO [12:39:15.380] [bbotk] 33.05000 27.75898 28 NA 547 0.20 0.07251558
## INFO [12:39:15.380] [bbotk] 33.05000 30.48000 28 NA 548 0.10 0.00000000
## INFO [12:39:15.380] [bbotk] 33.05000 30.48000 28 NA 549 0.10 0.00000000
## INFO [12:39:15.380] [bbotk] 33.05000 30.48000 28 NA 550 0.10 0.12110715
## INFO [12:39:15.380] [bbotk] 33.05000 30.48000 28 NA 551 0.10 0.06804047
## INFO [12:39:15.380] [bbotk] 24.51889 30.48000 28 NA 552 0.20 0.14719621
## INFO [12:39:15.380] [bbotk] 33.05051 30.48000 28 NA 553 0.05 0.06543852
## INFO [12:39:15.380] [bbotk] 33.76466 24.20488 28 NA 554 0.05 0.09230403
## INFO [12:39:15.380] [bbotk] 33.05000 30.48000 28 NA 555 0.05 0.16784133
## INFO [12:39:15.380] [bbotk] 32.57920 30.48000 28 NA 556 0.00 0.05138458
## INFO [12:39:15.380] [bbotk] 29.41826 29.67850 28 NA 557 0.20 0.01534835
## INFO [12:39:15.380] [bbotk] 33.05000 30.48000 28 NA 558 0.10 0.00000000
## INFO [12:39:15.380] [bbotk] 32.08455 30.48000 28 NA 559 0.10 0.16063898
## INFO [12:39:15.380] [bbotk] 28.56966 28.51141 28 NA 560 0.25 0.03875881
## INFO [12:39:15.380] [bbotk] no_changed dist_train
## INFO [12:39:15.380] [bbotk] 3 0.1581335
## INFO [12:39:15.380] [bbotk] 3 0.1568042
## INFO [12:39:15.380] [bbotk] 0 0.1500290
## INFO [12:39:15.380] [bbotk] 2 0.1781982
## INFO [12:39:15.380] [bbotk] 3 0.2509600
## INFO [12:39:15.380] [bbotk] 3 0.1743375
## INFO [12:39:15.380] [bbotk] 2 0.1605006
## INFO [12:39:15.380] [bbotk] 0 0.1500290
## INFO [12:39:15.380] [bbotk] 0 0.1500290
## INFO [12:39:15.380] [bbotk] 4 0.2369789
## INFO [12:39:15.380] [bbotk] 3 0.2180694
## INFO [12:39:15.380] [bbotk] 6 0.2373421
## INFO [12:39:15.380] [bbotk] 4 0.1552233
## INFO [12:39:15.380] [bbotk] 5 0.2220812
## INFO [12:39:15.380] [bbotk] 5 0.2027506
## INFO [12:39:15.380] [bbotk] 4 0.1953146
## INFO [12:39:15.380] [bbotk] 2 0.1579143
## INFO [12:39:15.380] [bbotk] 0 0.1500290
## INFO [12:39:15.380] [bbotk] 7 0.2515985
## INFO [12:39:15.380] [bbotk] 4 0.1507706
## INFO [12:39:15.587] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:15.716] [bbotk] Result of batch 29:
## INFO [12:39:15.722] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:15.722] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 8 901.4210 0.7183193 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 7 8 1014.3111 0.7448970 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 7 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 8 886.0000 0.7200000 517.5081 32.29000
## INFO [12:39:15.722] [bbotk] 2 8 906.8968 0.7126659 129.1600 35.65552
## INFO [12:39:15.722] [bbotk] 1 2 943.3959 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 3 886.0000 0.7200000 129.1600 27.35331
## INFO [12:39:15.722] [bbotk] 1 8 886.0000 0.7244939 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 6 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 5 896.1120 0.7200000 829.9825 28.80761
## INFO [12:39:15.722] [bbotk] 3 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] 1 9 885.7929 0.7200000 558.7033 30.08659
## INFO [12:39:15.722] [bbotk] 1 8 906.8968 0.7118377 794.6496 32.29000
## INFO [12:39:15.722] [bbotk] 11 8 958.3977 0.6761765 129.1600 32.28755
## INFO [12:39:15.722] [bbotk] 1 8 906.6188 0.7200000 129.1600 32.29000
## INFO [12:39:15.722] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:15.722] [bbotk] 32.81500 33.05000 28.49535 29 NA 561 0.20
## INFO [12:39:15.722] [bbotk] 32.81500 38.75215 30.48000 29 NA 562 0.00
## INFO [12:39:15.722] [bbotk] 29.82685 25.89280 30.48000 29 NA 563 0.25
## INFO [12:39:15.722] [bbotk] 32.81500 33.05000 30.48000 29 NA 564 0.10
## INFO [12:39:15.722] [bbotk] 25.59948 33.05000 30.48000 29 NA 565 0.00
## INFO [12:39:15.722] [bbotk] 32.81500 22.58196 30.84356 29 NA 566 0.25
## INFO [12:39:15.722] [bbotk] 32.81500 33.05000 30.48000 29 NA 567 0.10
## INFO [12:39:15.722] [bbotk] 32.80684 33.05000 21.87349 29 NA 568 0.20
## INFO [12:39:15.722] [bbotk] 32.81500 33.05000 32.10084 29 NA 569 0.15
## INFO [12:39:15.722] [bbotk] 32.70116 33.05000 28.56998 29 NA 570 0.00
## INFO [12:39:15.722] [bbotk] 32.81500 36.92084 30.48000 29 NA 571 0.05
## INFO [12:39:15.722] [bbotk] 22.13875 27.79524 30.48000 29 NA 572 0.20
## INFO [12:39:15.722] [bbotk] 25.20813 28.33946 30.48000 29 NA 573 0.20
## INFO [12:39:15.722] [bbotk] 32.81500 33.05000 30.48000 29 NA 574 0.00
## INFO [12:39:15.722] [bbotk] 32.49094 30.50560 30.48000 29 NA 575 0.00
## INFO [12:39:15.722] [bbotk] 32.81500 33.05000 27.57256 29 NA 576 0.20
## INFO [12:39:15.722] [bbotk] 26.18782 33.05000 27.86146 29 NA 577 0.10
## INFO [12:39:15.722] [bbotk] 32.81500 32.57920 30.48000 29 NA 578 0.00
## INFO [12:39:15.722] [bbotk] 32.81500 33.05000 30.48000 29 NA 579 0.10
## INFO [12:39:15.722] [bbotk] 32.65367 34.08224 31.33173 29 NA 580 0.10
## INFO [12:39:15.722] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:15.722] [bbotk] 0.009986661 1 0.1567952
## INFO [12:39:15.722] [bbotk] 0.023505083 3 0.1694116
## INFO [12:39:15.722] [bbotk] 0.142246083 5 0.2444089
## INFO [12:39:15.722] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:15.722] [bbotk] 0.086802586 2 0.1780080
## INFO [12:39:15.722] [bbotk] 0.093267737 3 0.1844732
## INFO [12:39:15.722] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:15.722] [bbotk] 0.067369350 3 0.2141779
## INFO [12:39:15.722] [bbotk] 0.089373978 5 0.2268835
## INFO [12:39:15.722] [bbotk] 0.089214853 4 0.1757824
## INFO [12:39:15.722] [bbotk] 0.091113174 3 0.1818235
## INFO [12:39:15.722] [bbotk] 0.058504767 3 0.1861814
## INFO [12:39:15.722] [bbotk] 0.102996508 3 0.2306732
## INFO [12:39:15.722] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:15.722] [bbotk] 0.129226290 6 0.2187684
## INFO [12:39:15.722] [bbotk] 0.073453620 2 0.2202621
## INFO [12:39:15.722] [bbotk] 0.133379302 6 0.2091933
## INFO [12:39:15.722] [bbotk] 0.051384576 4 0.1953146
## INFO [12:39:15.722] [bbotk] 0.091649039 4 0.2161347
## INFO [12:39:15.722] [bbotk] 0.015434029 4 0.1637963
## INFO [12:39:15.893] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:16.020] [bbotk] Result of batch 30:
## INFO [12:39:16.025] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.7200000 767.9843 32.29000 24.52340
## INFO [12:39:16.025] [bbotk] 1 3 984.3633 0.7200000 129.1600 32.29000 35.72400
## INFO [12:39:16.025] [bbotk] 1 9 906.8968 0.7200000 129.1600 28.34310 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 912.6145 0.7160680 129.1600 32.29000 32.82954
## INFO [12:39:16.025] [bbotk] 1 4 939.1166 0.7200000 468.8367 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.7200000 296.6092 32.29000 21.95127
## INFO [12:39:16.025] [bbotk] 1 8 894.9933 0.7200000 129.1600 32.29000 29.73556
## INFO [12:39:16.025] [bbotk] 1 8 970.3161 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 892.3522 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 3 879.7325 0.7136150 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 982.3159 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 4 914.0050 0.7200000 129.1600 33.08204 32.81500
## INFO [12:39:16.025] [bbotk] 12 8 903.5941 0.7200000 108.2311 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 23.54286
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.025] [bbotk] 1 8 886.0000 0.7420202 630.2328 24.18999 35.91518
## INFO [12:39:16.025] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:16.025] [bbotk] 33.05000 28.27446 30 NA 581 0.10 0.082778888
## INFO [12:39:16.025] [bbotk] 37.53877 30.48000 30 NA 582 0.20 0.118944850
## INFO [12:39:16.025] [bbotk] 26.66248 23.85755 30 NA 583 0.30 0.135627139
## INFO [12:39:16.025] [bbotk] 30.50560 30.48000 30 NA 584 0.05 0.012329580
## INFO [12:39:16.025] [bbotk] 30.01922 28.63417 30 NA 585 0.00 0.028860922
## INFO [12:39:16.025] [bbotk] 32.79771 30.48000 30 NA 586 0.05 0.099450345
## INFO [12:39:16.025] [bbotk] 21.55797 30.48000 30 NA 587 0.20 0.088292008
## INFO [12:39:16.025] [bbotk] 35.08921 27.57256 30 NA 588 0.05 0.036111313
## INFO [12:39:16.025] [bbotk] 33.05000 30.48000 30 NA 589 0.10 0.029878136
## INFO [12:39:16.025] [bbotk] 21.70006 31.33075 30 NA 590 0.30 0.041894321
## INFO [12:39:16.025] [bbotk] 33.05000 30.48000 30 NA 591 0.10 0.000000000
## INFO [12:39:16.025] [bbotk] 33.05000 30.48000 30 NA 592 0.00 0.062087754
## INFO [12:39:16.025] [bbotk] 33.05000 30.48000 30 NA 593 0.10 0.000000000
## INFO [12:39:16.025] [bbotk] 28.80070 30.48000 30 NA 594 0.30 0.047369701
## INFO [12:39:16.025] [bbotk] 33.05000 28.90201 30 NA 595 0.00 0.079933315
## INFO [12:39:16.025] [bbotk] 33.05000 29.53374 30 NA 596 0.05 0.071114708
## INFO [12:39:16.025] [bbotk] 33.05000 28.56998 30 NA 597 0.20 0.009611142
## INFO [12:39:16.025] [bbotk] 33.05000 22.82967 30 NA 598 0.25 0.074449975
## INFO [12:39:16.025] [bbotk] 33.05000 29.67850 30 NA 599 0.10 0.004033114
## INFO [12:39:16.025] [bbotk] 33.05000 30.48000 30 NA 600 0.20 0.079816668
## INFO [12:39:16.025] [bbotk] no_changed dist_train
## INFO [12:39:16.025] [bbotk] 3 0.2078609
## INFO [12:39:16.025] [bbotk] 4 0.1686351
## INFO [12:39:16.025] [bbotk] 5 0.1892531
## INFO [12:39:16.025] [bbotk] 2 0.1541576
## INFO [12:39:16.025] [bbotk] 5 0.1430425
## INFO [12:39:16.025] [bbotk] 4 0.1398863
## INFO [12:39:16.025] [bbotk] 3 0.2159687
## INFO [12:39:16.025] [bbotk] 4 0.1548196
## INFO [12:39:16.025] [bbotk] 1 0.1687054
## INFO [12:39:16.025] [bbotk] 3 0.1880246
## INFO [12:39:16.025] [bbotk] 0 0.1500290
## INFO [12:39:16.025] [bbotk] 3 0.1532932
## INFO [12:39:16.025] [bbotk] 0 0.1500290
## INFO [12:39:16.025] [bbotk] 2 0.1724881
## INFO [12:39:16.025] [bbotk] 4 0.1315863
## INFO [12:39:16.025] [bbotk] 4 0.2108734
## INFO [12:39:16.025] [bbotk] 1 0.1564197
## INFO [12:39:16.025] [bbotk] 2 0.1995320
## INFO [12:39:16.025] [bbotk] 1 0.1508416
## INFO [12:39:16.025] [bbotk] 4 0.2242016
## INFO [12:39:16.237] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:16.383] [bbotk] Result of batch 31:
## INFO [12:39:16.388] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:16.388] [bbotk] 1 3 968.3194 0.7200000 129.1600 33.00352 32.81500
## INFO [12:39:16.388] [bbotk] 1 8 886.0000 0.7200000 877.0919 32.29000 32.81500
## INFO [12:39:16.388] [bbotk] 11 8 885.8256 0.7323624 413.3255 32.29000 25.19941
## INFO [12:39:16.388] [bbotk] 1 8 885.9620 0.7200000 129.1600 32.29000 29.09142
## INFO [12:39:16.388] [bbotk] 1 7 886.0000 0.7200000 129.1600 32.29000 24.92133
## INFO [12:39:16.388] [bbotk] 1 8 886.0000 0.7170184 129.1600 32.29000 24.85444
## INFO [12:39:16.388] [bbotk] 1 6 872.8028 0.6764012 129.1600 32.29000 32.81500
## INFO [12:39:16.388] [bbotk] 1 8 886.0000 0.7219400 129.1600 23.99599 24.12004
## INFO [12:39:16.388] [bbotk] 2 8 905.3834 0.7357913 129.1600 29.31713 32.81500
## INFO [12:39:16.388] [bbotk] 6 8 886.0000 0.7200000 129.1600 34.80417 22.96094
## INFO [12:39:16.388] [bbotk] 2 8 886.0000 0.6952077 641.6039 32.29000 32.81500
## INFO [12:39:16.388] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.388] [bbotk] 4 8 924.0418 0.7312462 740.1538 32.29000 32.81500
## INFO [12:39:16.388] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.70116
## INFO [12:39:16.388] [bbotk] 6 8 886.0000 0.6990270 129.1600 31.60457 32.86847
## INFO [12:39:16.388] [bbotk] 1 3 886.0000 0.7200000 129.1600 22.29940 32.81500
## INFO [12:39:16.388] [bbotk] 1 8 886.0000 0.7160680 129.1600 32.29000 32.82954
## INFO [12:39:16.388] [bbotk] 6 8 977.0216 0.7006811 129.1600 32.29000 32.81500
## INFO [12:39:16.388] [bbotk] 1 1 914.0050 0.7200000 129.1600 33.08204 32.81500
## INFO [12:39:16.388] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:16.388] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:16.388] [bbotk] 33.05000 30.48000 31 NA 601 0.05 0.0909179724
## INFO [12:39:16.388] [bbotk] 33.05000 30.30934 31 NA 602 0.05 0.0471391418
## INFO [12:39:16.388] [bbotk] 33.05000 30.48000 31 NA 603 0.10 0.1080192565
## INFO [12:39:16.388] [bbotk] 33.05000 30.48000 31 NA 604 0.10 0.0144520970
## INFO [12:39:16.388] [bbotk] 32.80063 30.48000 31 NA 605 0.05 0.0902091232
## INFO [12:39:16.388] [bbotk] 28.43499 30.32545 31 NA 606 0.20 0.0465117219
## INFO [12:39:16.388] [bbotk] 31.60437 30.48000 31 NA 607 0.10 0.0751281417
## INFO [12:39:16.388] [bbotk] 31.98252 28.92696 31 NA 608 0.15 0.0791604511
## INFO [12:39:16.388] [bbotk] 26.14772 30.48000 31 NA 609 0.30 0.1019597346
## INFO [12:39:16.388] [bbotk] 33.05000 28.56998 31 NA 610 0.15 0.1169474819
## INFO [12:39:16.388] [bbotk] 33.05000 30.48000 31 NA 611 0.05 0.0945834748
## INFO [12:39:16.388] [bbotk] 29.36776 30.48000 31 NA 612 0.20 0.0114725939
## INFO [12:39:16.388] [bbotk] 37.70724 30.48000 31 NA 613 0.05 0.1264588852
## INFO [12:39:16.388] [bbotk] 33.05000 30.48000 31 NA 614 0.10 0.0004414345
## INFO [12:39:16.388] [bbotk] 32.41667 29.26600 31 NA 615 0.15 0.0733485514
## INFO [12:39:16.388] [bbotk] 33.05000 30.48000 31 NA 616 0.00 0.0997627513
## INFO [12:39:16.388] [bbotk] 33.05000 28.63417 31 NA 617 0.20 0.0099869939
## INFO [12:39:16.388] [bbotk] 33.05000 30.48000 31 NA 618 0.10 0.0942344768
## INFO [12:39:16.388] [bbotk] 33.05000 28.90201 31 NA 619 0.05 0.0799333147
## INFO [12:39:16.388] [bbotk] 33.05000 30.48000 31 NA 620 0.20 0.0588235294
## INFO [12:39:16.388] [bbotk] no_changed dist_train
## INFO [12:39:16.388] [bbotk] 3 0.1807060
## INFO [12:39:16.388] [bbotk] 2 0.1954506
## INFO [12:39:16.388] [bbotk] 5 0.2494048
## INFO [12:39:16.388] [bbotk] 2 0.1558376
## INFO [12:39:16.388] [bbotk] 3 0.1814146
## INFO [12:39:16.388] [bbotk] 4 0.1716586
## INFO [12:39:16.388] [bbotk] 4 0.1663336
## INFO [12:39:16.388] [bbotk] 5 0.1783083
## INFO [12:39:16.388] [bbotk] 5 0.2188984
## INFO [12:39:16.388] [bbotk] 4 0.2420295
## INFO [12:39:16.388] [bbotk] 3 0.2446124
## INFO [12:39:16.388] [bbotk] 1 0.1615016
## INFO [12:39:16.388] [bbotk] 5 0.2652861
## INFO [12:39:16.388] [bbotk] 1 0.1504704
## INFO [12:39:16.388] [bbotk] 6 0.2090542
## INFO [12:39:16.388] [bbotk] 2 0.1907223
## INFO [12:39:16.388] [bbotk] 3 0.1566828
## INFO [12:39:16.388] [bbotk] 3 0.2267484
## INFO [12:39:16.388] [bbotk] 4 0.1076773
## INFO [12:39:16.388] [bbotk] 1 0.1500290
## INFO [12:39:16.577] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:16.724] [bbotk] Result of batch 32:
## INFO [12:39:16.730] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:16.730] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 3 886.0000 0.6710081 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 886.0000 0.7200000 129.16000 33.08204
## INFO [12:39:16.730] [bbotk] 1 8 936.5701 0.7200000 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 914.0050 0.7526269 129.16000 24.63207
## INFO [12:39:16.730] [bbotk] 1 8 857.9314 0.7200000 637.38502 32.29000
## INFO [12:39:16.730] [bbotk] 9 8 1008.7340 0.7200000 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 2 886.0000 0.7200000 129.16000 28.65696
## INFO [12:39:16.730] [bbotk] 1 8 886.0000 0.7200000 42.68139 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 906.9228 0.7201192 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 915.3576 0.6928139 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 6 886.0000 0.7427215 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 971.9428 0.7500057 686.07856 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 886.0000 0.7105974 129.16000 31.49548
## INFO [12:39:16.730] [bbotk] 1 8 886.0000 0.7200000 672.71394 32.29000
## INFO [12:39:16.730] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 886.0000 0.6886732 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 885.7929 0.7200000 129.16000 32.29000
## INFO [12:39:16.730] [bbotk] 1 8 886.0000 0.7200000 775.83460 28.37234
## INFO [12:39:16.730] [bbotk] 1 8 886.0000 0.7200000 121.81697 32.29000
## INFO [12:39:16.730] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 28.96162 32 NA 621 0.20
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 27.80935 32 NA 622 0.10
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 31.16005 32 NA 623 0.20
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 28.56998 32 NA 624 0.05
## INFO [12:39:16.730] [bbotk] 28.87890 24.46449 30.61236 32 NA 625 0.30
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 30.48000 32 NA 626 0.10
## INFO [12:39:16.730] [bbotk] 32.81500 22.57577 26.25579 32 NA 627 0.20
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 30.48000 32 NA 628 0.15
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 30.48000 32 NA 629 0.20
## INFO [12:39:16.730] [bbotk] 32.81500 30.98023 28.61082 32 NA 630 0.00
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 30.48000 32 NA 631 0.05
## INFO [12:39:16.730] [bbotk] 32.81500 27.98411 29.51308 32 NA 632 0.25
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 30.48000 32 NA 633 0.05
## INFO [12:39:16.730] [bbotk] 32.81500 30.01922 30.48000 32 NA 634 0.10
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 21.56914 32 NA 635 0.20
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 30.48000 32 NA 636 0.00
## INFO [12:39:16.730] [bbotk] 25.35103 33.05000 24.82230 32 NA 637 0.25
## INFO [12:39:16.730] [bbotk] 26.17598 33.05000 30.48000 32 NA 638 0.10
## INFO [12:39:16.730] [bbotk] 32.81500 30.50560 30.48000 32 NA 639 0.05
## INFO [12:39:16.730] [bbotk] 32.81500 33.05000 29.67850 32 NA 640 0.15
## INFO [12:39:16.730] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:16.730] [bbotk] 0.007640435 1 0.1544489
## INFO [12:39:16.730] [bbotk] 0.080267323 3 0.1682523
## INFO [12:39:16.730] [bbotk] 0.006667558 2 0.1566965
## INFO [12:39:16.730] [bbotk] 0.027531085 2 0.1500548
## INFO [12:39:16.730] [bbotk] 0.089313688 6 0.1771865
## INFO [12:39:16.730] [bbotk] 0.041394221 2 0.1914232
## INFO [12:39:16.730] [bbotk] 0.156205502 4 0.2650203
## INFO [12:39:16.730] [bbotk] 0.073710909 2 0.1646705
## INFO [12:39:16.730] [bbotk] 0.005351108 1 0.1553652
## INFO [12:39:16.730] [bbotk] 0.023287946 4 0.1435997
## INFO [12:39:16.730] [bbotk] 0.014845286 2 0.1494958
## INFO [12:39:16.730] [bbotk] 0.083185236 4 0.1679022
## INFO [12:39:16.730] [bbotk] 0.069818354 3 0.2086456
## INFO [12:39:16.730] [bbotk] 0.014234989 3 0.1552829
## INFO [12:39:16.730] [bbotk] 0.078472963 2 0.2252815
## INFO [12:39:16.730] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:16.730] [bbotk] 0.062530477 3 0.1773750
## INFO [12:39:16.730] [bbotk] 0.025817023 2 0.1672025
## INFO [12:39:16.730] [bbotk] 0.063995967 3 0.1946720
## INFO [12:39:16.730] [bbotk] 0.004487484 2 0.1512811
## INFO [12:39:16.916] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:17.043] [bbotk] Result of batch 33:
## INFO [12:39:17.048] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:17.048] [bbotk] 1 5 906.9992 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 1 8 887.1256 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 1 8 932.3340 0.7526581 129.16000 26.16676 32.81500
## INFO [12:39:17.048] [bbotk] 1 5 886.0000 0.6871604 129.16000 32.29000 24.72643
## INFO [12:39:17.048] [bbotk] 1 0 970.7479 0.7200000 129.16000 32.29000 33.55007
## INFO [12:39:17.048] [bbotk] 1 8 945.4170 0.7231989 129.16000 32.29000 32.79640
## INFO [12:39:17.048] [bbotk] 1 3 867.1018 0.7200000 458.66181 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 1 8 886.0000 0.7441627 129.16000 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 3 5 863.1210 0.7200000 85.03948 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 1 3 886.0000 0.7200000 614.31866 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 1 8 886.0000 0.7201192 129.16000 32.29000 34.39926
## INFO [12:39:17.048] [bbotk] 1 4 914.0050 0.7200000 129.16000 33.08204 32.81500
## INFO [12:39:17.048] [bbotk] 1 8 912.6145 0.7160680 129.16000 32.29000 32.82954
## INFO [12:39:17.048] [bbotk] 1 3 886.0000 0.7200000 838.05299 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 6 1 886.0000 0.7238071 910.16914 34.40387 29.54019
## INFO [12:39:17.048] [bbotk] 7 5 903.5941 0.7200000 231.82596 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 1 4 886.0000 0.7200000 129.16000 32.29000 32.31342
## INFO [12:39:17.048] [bbotk] 1 8 908.1803 0.7200000 129.16000 32.58003 25.53593
## INFO [12:39:17.048] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:17.048] [bbotk] 1 8 877.9018 0.6766207 129.16000 32.29000 34.38208
## INFO [12:39:17.048] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:17.048] [bbotk] 33.05000 22.72603 33 NA 641 0.00 0.10528239
## INFO [12:39:17.048] [bbotk] 23.68535 26.89104 33 NA 642 0.25 0.04763533
## INFO [12:39:17.048] [bbotk] 33.05000 31.31290 33 NA 643 0.15 0.05103793
## INFO [12:39:17.048] [bbotk] 30.50560 29.87870 33 NA 644 0.00 0.10650710
## INFO [12:39:17.048] [bbotk] 33.05000 30.48000 33 NA 645 0.10 0.09170497
## INFO [12:39:17.048] [bbotk] 33.05000 28.76318 33 NA 646 0.05 0.03028873
## INFO [12:39:17.048] [bbotk] 33.05000 30.48000 33 NA 647 0.05 0.08590912
## INFO [12:39:17.048] [bbotk] 32.07150 22.16702 33 NA 648 0.25 0.04882734
## INFO [12:39:17.048] [bbotk] 27.21665 22.46255 33 NA 649 0.15 0.18700264
## INFO [12:39:17.048] [bbotk] 33.05000 30.48000 33 NA 650 0.00 0.08884409
## INFO [12:39:17.048] [bbotk] 30.98023 32.75958 33 NA 651 0.15 0.02408205
## INFO [12:39:17.048] [bbotk] 33.05000 30.48000 33 NA 652 0.15 0.07199296
## INFO [12:39:17.048] [bbotk] 30.01922 23.34064 33 NA 653 0.05 0.05549769
## INFO [12:39:17.048] [bbotk] 33.05000 30.48000 33 NA 654 0.00 0.10268828
## INFO [12:39:17.048] [bbotk] 36.14139 29.67850 33 NA 655 0.00 0.20162173
## INFO [12:39:17.048] [bbotk] 33.05000 30.48000 33 NA 656 0.05 0.13023442
## INFO [12:39:17.048] [bbotk] 33.05000 30.48000 33 NA 657 0.00 0.06076846
## INFO [12:39:17.048] [bbotk] 33.05000 28.90867 33 NA 658 0.00 0.04518064
## INFO [12:39:17.048] [bbotk] 33.05000 24.77392 33 NA 659 0.20 0.02871270
## INFO [12:39:17.048] [bbotk] 30.95111 28.49535 33 NA 660 0.15 0.03256038
## INFO [12:39:17.048] [bbotk] no_changed dist_train
## INFO [12:39:17.048] [bbotk] 3 0.1918499
## INFO [12:39:17.048] [bbotk] 3 0.1811662
## INFO [12:39:17.048] [bbotk] 4 0.1699090
## INFO [12:39:17.048] [bbotk] 5 0.1940937
## INFO [12:39:17.048] [bbotk] 3 0.1808726
## INFO [12:39:17.048] [bbotk] 4 0.1526681
## INFO [12:39:17.048] [bbotk] 3 0.1771146
## INFO [12:39:17.048] [bbotk] 3 0.1907675
## INFO [12:39:17.048] [bbotk] 6 0.2749728
## INFO [12:39:17.048] [bbotk] 2 0.1800495
## INFO [12:39:17.048] [bbotk] 4 0.1730932
## INFO [12:39:17.048] [bbotk] 3 0.1253225
## INFO [12:39:17.048] [bbotk] 5 0.1696792
## INFO [12:39:17.048] [bbotk] 2 0.1938937
## INFO [12:39:17.048] [bbotk] 8 0.2292898
## INFO [12:39:17.048] [bbotk] 4 0.2200224
## INFO [12:39:17.048] [bbotk] 2 0.1404368
## INFO [12:39:17.048] [bbotk] 4 0.1550328
## INFO [12:39:17.048] [bbotk] 1 0.1755212
## INFO [12:39:17.048] [bbotk] 5 0.1533428
## INFO [12:39:17.242] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:17.374] [bbotk] Result of batch 34:
## INFO [12:39:17.379] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:17.379] [bbotk] 1 8 868.2388 0.7193968 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 8 1001.7945 0.7161039 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.59490
## INFO [12:39:17.379] [bbotk] 1 8 908.2676 0.7200000 129.1600 32.30170
## INFO [12:39:17.379] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 1 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 8 886.0000 0.7661003 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 2 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 6 8 886.0000 0.6810317 631.5250 23.49030
## INFO [12:39:17.379] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 8 954.8710 0.7200000 770.3713 32.29000
## INFO [12:39:17.379] [bbotk] 1 3 972.5127 0.7200000 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 1 885.3287 0.7200000 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 6 886.0000 0.7200000 871.3871 31.77239
## INFO [12:39:17.379] [bbotk] 1 8 910.0514 0.7200000 415.4940 32.13999
## INFO [12:39:17.379] [bbotk] 1 9 916.4866 0.6859147 129.1600 32.29000
## INFO [12:39:17.379] [bbotk] 1 8 908.3102 0.7465661 797.5435 32.29000
## INFO [12:39:17.379] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:17.379] [bbotk] 27.82585 33.05000 30.68616 34 NA 661 0.15
## INFO [12:39:17.379] [bbotk] 23.81077 37.77261 27.88187 34 NA 662 0.00
## INFO [12:39:17.379] [bbotk] 32.81500 33.05000 30.34587 34 NA 663 0.15
## INFO [12:39:17.379] [bbotk] 32.81500 33.05000 27.81639 34 NA 664 0.05
## INFO [12:39:17.379] [bbotk] 32.32616 30.50560 30.48000 34 NA 665 0.00
## INFO [12:39:17.379] [bbotk] 29.67532 26.19335 30.48000 34 NA 666 0.25
## INFO [12:39:17.379] [bbotk] 32.81500 33.05000 21.75320 34 NA 667 0.25
## INFO [12:39:17.379] [bbotk] 32.70116 33.05000 30.48000 34 NA 668 0.10
## INFO [12:39:17.379] [bbotk] 32.81500 33.05000 22.00919 34 NA 669 0.10
## INFO [12:39:17.379] [bbotk] 33.64799 31.40380 30.48000 34 NA 670 0.10
## INFO [12:39:17.379] [bbotk] 32.81500 34.88297 22.44732 34 NA 671 0.25
## INFO [12:39:17.379] [bbotk] 32.81500 33.05000 32.01633 34 NA 672 0.05
## INFO [12:39:17.379] [bbotk] 32.81500 33.05000 30.48000 34 NA 673 0.00
## INFO [12:39:17.379] [bbotk] 35.38868 27.87115 29.67364 34 NA 674 0.30
## INFO [12:39:17.379] [bbotk] 29.45400 37.66996 30.48000 34 NA 675 0.00
## INFO [12:39:17.379] [bbotk] 32.81500 26.11359 22.83645 34 NA 676 0.15
## INFO [12:39:17.379] [bbotk] 21.87277 33.05000 28.85075 34 NA 677 0.05
## INFO [12:39:17.379] [bbotk] 32.71356 33.05000 28.46074 34 NA 678 0.00
## INFO [12:39:17.379] [bbotk] 34.94565 26.65311 30.48000 34 NA 679 0.35
## INFO [12:39:17.379] [bbotk] 32.81500 26.28185 28.81972 34 NA 680 0.20
## INFO [12:39:17.379] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:17.379] [bbotk] 0.0267758256 4 0.1679642
## INFO [12:39:17.379] [bbotk] 0.1043720523 5 0.2026670
## INFO [12:39:17.379] [bbotk] 0.0019243516 2 0.1506034
## INFO [12:39:17.379] [bbotk] 0.0213418224 3 0.1535979
## INFO [12:39:17.379] [bbotk] 0.0142251152 3 0.1522620
## INFO [12:39:17.379] [bbotk] 0.0923609798 3 0.1247429
## INFO [12:39:17.379] [bbotk] 0.0514455690 2 0.1949861
## INFO [12:39:17.379] [bbotk] 0.0004414345 1 0.1504704
## INFO [12:39:17.379] [bbotk] 0.1014482217 2 0.1561219
## INFO [12:39:17.379] [bbotk] 0.0671825490 3 0.1403909
## INFO [12:39:17.379] [bbotk] 0.1049544818 3 0.2515137
## INFO [12:39:17.379] [bbotk] 0.1400660848 5 0.2717162
## INFO [12:39:17.379] [bbotk] 0.0588235294 1 0.1500290
## INFO [12:39:17.379] [bbotk] 0.0942546597 5 0.2112579
## INFO [12:39:17.379] [bbotk] 0.1169068904 4 0.1890872
## INFO [12:39:17.379] [bbotk] 0.1191348671 4 0.1482963
## INFO [12:39:17.379] [bbotk] 0.1575000834 5 0.2452392
## INFO [12:39:17.379] [bbotk] 0.0374093883 5 0.1663852
## INFO [12:39:17.379] [bbotk] 0.1033885687 5 0.1925561
## INFO [12:39:17.379] [bbotk] 0.0830464475 5 0.2015635
## INFO [12:39:17.591] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:17.716] [bbotk] Result of batch 35:
## INFO [12:39:17.722] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:17.722] [bbotk] 1 8 958.0454 0.6930232 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 1009.8801 0.6905773 129.1600 32.11350
## INFO [12:39:17.722] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 998.5059 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 879.0202 0.7200000 129.1600 29.46074
## INFO [12:39:17.722] [bbotk] 1 8 886.0000 0.7200974 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.53169
## INFO [12:39:17.722] [bbotk] 1 3 911.4250 0.7037634 129.1600 29.96881
## INFO [12:39:17.722] [bbotk] 1 9 914.0050 0.7200000 129.1600 33.08204
## INFO [12:39:17.722] [bbotk] 4 4 886.0000 0.7200000 409.4791 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 868.3462 0.7110744 257.2922 28.07944
## INFO [12:39:17.722] [bbotk] 1 8 905.5402 0.7200000 371.0443 29.29377
## INFO [12:39:17.722] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 886.0000 0.7258658 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] 1 8 905.6805 0.7200000 129.1600 32.29000
## INFO [12:39:17.722] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 29.67850 35 NA 681 0.00
## INFO [12:39:17.722] [bbotk] 32.81500 21.90361 26.08922 35 NA 682 0.25
## INFO [12:39:17.722] [bbotk] 25.66330 33.05000 30.48000 35 NA 683 0.00
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 30.48000 35 NA 684 0.00
## INFO [12:39:17.722] [bbotk] 30.53391 33.05000 30.48000 35 NA 685 0.05
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 30.48000 35 NA 686 0.10
## INFO [12:39:17.722] [bbotk] 30.48227 37.96311 29.78038 35 NA 687 0.00
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 28.91004 35 NA 688 0.20
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 30.48000 35 NA 689 0.10
## INFO [12:39:17.722] [bbotk] 32.86926 33.05000 30.48000 35 NA 690 0.10
## INFO [12:39:17.722] [bbotk] 32.32616 30.50560 30.48000 35 NA 691 0.05
## INFO [12:39:17.722] [bbotk] 26.78625 24.96849 21.84187 35 NA 692 0.35
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 28.90201 35 NA 693 0.05
## INFO [12:39:17.722] [bbotk] 34.43996 33.05000 31.75074 35 NA 694 0.20
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 29.80571 35 NA 695 0.15
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 30.20093 35 NA 696 0.05
## INFO [12:39:17.722] [bbotk] 32.81500 33.05000 30.48000 35 NA 697 0.10
## INFO [12:39:17.722] [bbotk] 32.70116 33.05000 28.56998 35 NA 698 0.15
## INFO [12:39:17.722] [bbotk] 32.81500 30.33462 28.21396 35 NA 699 0.10
## INFO [12:39:17.722] [bbotk] 32.85227 30.12479 30.26746 35 NA 700 0.05
## INFO [12:39:17.722] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:17.722] [bbotk] 0.0339709959 3 0.1559161
## INFO [12:39:17.722] [bbotk] 0.1062513699 5 0.2040044
## INFO [12:39:17.722] [bbotk] 0.0865551047 2 0.1777605
## INFO [12:39:17.722] [bbotk] 0.0588235294 1 0.1500290
## INFO [12:39:17.722] [bbotk] 0.0088452019 1 0.1554958
## INFO [12:39:17.722] [bbotk] 0.0398674420 1 0.1786947
## INFO [12:39:17.722] [bbotk] 0.0419405236 5 0.1611936
## INFO [12:39:17.722] [bbotk] 0.0079158909 2 0.1546926
## INFO [12:39:17.722] [bbotk] 0.0000000000 0 0.1500290
## INFO [12:39:17.722] [bbotk] 0.0002103832 1 0.1498186
## INFO [12:39:17.722] [bbotk] 0.0696369464 4 0.1608424
## INFO [12:39:17.722] [bbotk] 0.1720208863 7 0.1986201
## INFO [12:39:17.722] [bbotk] 0.0799333147 4 0.1665009
## INFO [12:39:17.722] [bbotk] 0.1476879083 5 0.2003779
## INFO [12:39:17.722] [bbotk] 0.0362896822 5 0.1709717
## INFO [12:39:17.722] [bbotk] 0.0355736274 4 0.1633015
## INFO [12:39:17.722] [bbotk] 0.0000000000 0 0.1500290
## INFO [12:39:17.722] [bbotk] 0.0110110436 3 0.1559026
## INFO [12:39:17.722] [bbotk] 0.0198628138 2 0.1541915
## INFO [12:39:17.722] [bbotk] 0.0173018977 4 0.1518472
## INFO [12:39:17.909] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:18.049] [bbotk] Result of batch 36:
## INFO [12:39:18.054] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:18.054] [bbotk] 1 8 873.0113 0.6802672 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 3 8 886.0000 0.7047023 129.1600 34.18963
## INFO [12:39:18.054] [bbotk] 1 4 909.2078 0.6935079 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 1 8 886.0000 0.7200856 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 1 8 886.0000 0.7200000 566.7599 35.05960
## INFO [12:39:18.054] [bbotk] 1 8 1015.8538 0.7200000 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 8 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 1 5 940.6960 0.7200000 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 1 7 924.7676 0.7200000 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 1 8 905.6354 0.7200000 129.1600 31.40216
## INFO [12:39:18.054] [bbotk] 1 3 886.0000 0.7230081 129.1600 25.29107
## INFO [12:39:18.054] [bbotk] 1 3 886.0000 0.7444795 129.1600 27.01422
## INFO [12:39:18.054] [bbotk] 8 4 924.9701 0.7200000 129.1600 31.11759
## INFO [12:39:18.054] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 1 8 885.7929 0.7200000 265.8590 28.81948
## INFO [12:39:18.054] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 2 3 939.1888 0.7123097 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 1 8 886.0000 0.7179378 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] 3 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:18.054] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:18.054] [bbotk] 32.28487 32.47001 28.50859 36 NA 701 0.10
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 30.48000 36 NA 702 0.15
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 25.83429 36 NA 703 0.00
## INFO [12:39:18.054] [bbotk] 32.30011 32.73806 28.53192 36 NA 704 0.10
## INFO [12:39:18.054] [bbotk] 32.81500 23.13027 30.48000 36 NA 705 0.25
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 28.95852 36 NA 706 0.05
## INFO [12:39:18.054] [bbotk] 35.09988 37.92962 32.98604 36 NA 707 0.25
## INFO [12:39:18.054] [bbotk] 23.52687 33.05000 30.16373 36 NA 708 0.00
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 30.48000 36 NA 709 0.15
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 32.75606 36 NA 710 0.10
## INFO [12:39:18.054] [bbotk] 35.06410 22.53396 30.48000 36 NA 711 0.25
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 21.83577 36 NA 712 0.25
## INFO [12:39:18.054] [bbotk] 32.81500 22.29834 30.48000 36 NA 713 0.25
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 30.48000 36 NA 714 0.00
## INFO [12:39:18.054] [bbotk] 30.53391 33.05000 30.48000 36 NA 715 0.05
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 30.48000 36 NA 716 0.05
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 30.48000 36 NA 717 0.10
## INFO [12:39:18.054] [bbotk] 32.81500 33.05000 30.48000 36 NA 718 0.00
## INFO [12:39:18.054] [bbotk] 32.81514 33.05000 28.68345 36 NA 719 0.20
## INFO [12:39:18.054] [bbotk] 32.17490 32.01423 29.79467 36 NA 720 0.05
## INFO [12:39:18.054] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:18.054] [bbotk] 0.024877695 5 0.1522052
## INFO [12:39:18.054] [bbotk] 0.069107416 3 0.2171457
## INFO [12:39:18.054] [bbotk] 0.094753155 4 0.1243216
## INFO [12:39:18.054] [bbotk] 0.012785100 4 0.1548857
## INFO [12:39:18.054] [bbotk] 0.069333380 3 0.2193623
## INFO [12:39:18.054] [bbotk] 0.053670853 2 0.1771860
## INFO [12:39:18.054] [bbotk] 0.095496876 4 0.2275588
## INFO [12:39:18.054] [bbotk] 0.115812830 4 0.2024179
## INFO [12:39:18.054] [bbotk] 0.072561177 2 0.1623492
## INFO [12:39:18.054] [bbotk] 0.022049186 3 0.1651979
## INFO [12:39:18.054] [bbotk] 0.129480604 5 0.2188367
## INFO [12:39:18.054] [bbotk] 0.127939786 4 0.2124109
## INFO [12:39:18.054] [bbotk] 0.169759132 5 0.2062838
## INFO [12:39:18.054] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:18.054] [bbotk] 0.031598662 4 0.1582932
## INFO [12:39:18.054] [bbotk] 0.007414174 1 0.1560257
## INFO [12:39:18.054] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:18.054] [bbotk] 0.137751570 4 0.2275396
## INFO [12:39:18.054] [bbotk] 0.009377661 3 0.1561851
## INFO [12:39:18.054] [bbotk] 0.067981223 4 0.2140069
## INFO [12:39:18.259] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:18.488] [bbotk] Result of batch 37:
## INFO [12:39:18.493] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:18.493] [bbotk] 1 8 930.3237 0.7200000 318.4173 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 6 4 886.0000 0.7200000 129.1600 29.66563 26.25789
## INFO [12:39:18.493] [bbotk] 2 8 886.0000 0.7270828 129.1600 32.29000 26.17977
## INFO [12:39:18.493] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.03860
## INFO [12:39:18.493] [bbotk] 1 3 904.5367 0.7528222 129.1600 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 1 8 899.8671 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 1 3 908.2640 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 1 8 880.9491 0.7197846 129.1600 32.29000 26.73110
## INFO [12:39:18.493] [bbotk] 1 4 999.6691 0.7200000 129.1600 32.37465 32.81500
## INFO [12:39:18.493] [bbotk] 9 0 924.2401 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 4 8 926.6746 0.7675678 661.5342 32.29000 26.22003
## INFO [12:39:18.493] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 1 8 913.0823 0.7199924 129.1600 32.29000 30.88534
## INFO [12:39:18.493] [bbotk] 7 8 886.0000 0.7200000 129.1600 32.29000 26.01878
## INFO [12:39:18.493] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 1 8 886.0000 0.7062113 129.1600 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 1 8 886.0000 0.7088248 129.1600 32.29000 32.81500
## INFO [12:39:18.493] [bbotk] 1 8 886.0000 0.6923410 845.9675 32.29000 34.06913
## INFO [12:39:18.493] [bbotk] 2 8 857.7011 0.7200000 478.1263 32.29000 30.50334
## INFO [12:39:18.493] [bbotk] 1 8 936.5701 0.7200000 129.1600 33.86373 32.70116
## INFO [12:39:18.493] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:18.493] [bbotk] 31.19530 30.48000 37 NA 721 0.15 0.033195898
## INFO [12:39:18.493] [bbotk] 33.05000 31.44735 37 NA 722 0.05 0.158694778
## INFO [12:39:18.493] [bbotk] 33.05000 23.09683 37 NA 723 0.25 0.122861536
## INFO [12:39:18.493] [bbotk] 30.93980 30.48000 37 NA 724 0.05 0.013462854
## INFO [12:39:18.493] [bbotk] 33.32959 24.19873 37 NA 725 0.10 0.103233416
## INFO [12:39:18.493] [bbotk] 33.05000 30.48000 37 NA 726 0.05 0.004913933
## INFO [12:39:18.493] [bbotk] 28.40204 30.48000 37 NA 727 0.25 0.081194402
## INFO [12:39:18.493] [bbotk] 33.05000 28.49960 37 NA 728 0.15 0.035381371
## INFO [12:39:18.493] [bbotk] 33.05000 30.48000 37 NA 729 0.15 0.099450025
## INFO [12:39:18.493] [bbotk] 33.05000 25.44015 37 NA 730 0.05 0.156558044
## INFO [12:39:18.493] [bbotk] 33.25191 29.37404 37 NA 731 0.00 0.145718617
## INFO [12:39:18.493] [bbotk] 33.05000 28.67755 37 NA 732 0.20 0.009069824
## INFO [12:39:18.493] [bbotk] 31.02697 30.48000 37 NA 733 0.05 0.023383604
## INFO [12:39:18.493] [bbotk] 26.14513 32.40490 37 NA 734 0.25 0.116375905
## INFO [12:39:18.493] [bbotk] 33.05000 30.48000 37 NA 735 0.05 0.007404963
## INFO [12:39:18.493] [bbotk] 35.75506 30.48000 37 NA 736 0.10 0.010681082
## INFO [12:39:18.493] [bbotk] 30.93054 30.48000 37 NA 737 0.10 0.008429514
## INFO [12:39:18.493] [bbotk] 32.88415 30.48000 37 NA 738 0.05 0.054253680
## INFO [12:39:18.493] [bbotk] 33.05000 30.86758 37 NA 739 0.10 0.101358784
## INFO [12:39:18.493] [bbotk] 33.05000 29.25855 37 NA 740 0.00 0.030956427
## INFO [12:39:18.493] [bbotk] no_changed dist_train
## INFO [12:39:18.493] [bbotk] 3 0.1604659
## INFO [12:39:18.493] [bbotk] 5 0.1985880
## INFO [12:39:18.493] [bbotk] 4 0.2479435
## INFO [12:39:18.493] [bbotk] 2 0.1508782
## INFO [12:39:18.493] [bbotk] 5 0.1862837
## INFO [12:39:18.493] [bbotk] 1 0.1535255
## INFO [12:39:18.493] [bbotk] 3 0.1709824
## INFO [12:39:18.493] [bbotk] 4 0.1603930
## INFO [12:39:18.493] [bbotk] 3 0.1401539
## INFO [12:39:18.493] [bbotk] 4 0.2431256
## INFO [12:39:18.493] [bbotk] 7 0.2504601
## INFO [12:39:18.493] [bbotk] 1 0.1558783
## INFO [12:39:18.493] [bbotk] 4 0.1409574
## INFO [12:39:18.493] [bbotk] 4 0.2440526
## INFO [12:39:18.493] [bbotk] 1 0.1560165
## INFO [12:39:18.493] [bbotk] 2 0.1527239
## INFO [12:39:18.493] [bbotk] 2 0.1559115
## INFO [12:39:18.493] [bbotk] 4 0.2036622
## INFO [12:39:18.493] [bbotk] 5 0.2477723
## INFO [12:39:18.493] [bbotk] 4 0.1566082
## INFO [12:39:18.714] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:18.842] [bbotk] Result of batch 38:
## INFO [12:39:18.847] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:18.847] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 8 886.0000 0.6839198 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 8 886.0000 0.7024194 652.38691 32.29000
## INFO [12:39:18.847] [bbotk] 12 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 8 886.0000 0.7350893 116.13961 27.63938
## INFO [12:39:18.847] [bbotk] 1 6 868.8180 0.7447521 553.50257 32.29000
## INFO [12:39:18.847] [bbotk] 1 3 865.3476 0.7229311 129.16000 30.97825
## INFO [12:39:18.847] [bbotk] 1 3 906.8968 0.7200000 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 8 886.0000 0.7157372 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 3 886.0000 0.7200070 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 8 886.0000 0.7201467 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 8 908.3657 0.6905773 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 4 5 886.0000 0.7200000 54.02389 28.24041
## INFO [12:39:18.847] [bbotk] 1 7 1002.7680 0.7200000 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 9 8 886.0000 0.7200000 311.26628 32.47891
## INFO [12:39:18.847] [bbotk] 11 8 924.5069 0.7200000 812.96141 32.96393
## INFO [12:39:18.847] [bbotk] 1 9 886.0000 0.7200000 129.16000 33.08204
## INFO [12:39:18.847] [bbotk] 1 8 881.1986 0.7200000 129.16000 32.29000
## INFO [12:39:18.847] [bbotk] 1 8 886.0000 0.7200000 191.56297 32.29000
## INFO [12:39:18.847] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 30.48000 38 NA 741 0.10
## INFO [12:39:18.847] [bbotk] 24.85515 27.54599 30.48000 38 NA 742 0.15
## INFO [12:39:18.847] [bbotk] 35.65976 24.46447 28.47230 38 NA 743 0.30
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 32.49158 38 NA 744 0.15
## INFO [12:39:18.847] [bbotk] 32.82954 33.05000 28.63417 38 NA 745 0.20
## INFO [12:39:18.847] [bbotk] 32.31342 28.72087 30.48000 38 NA 746 0.30
## INFO [12:39:18.847] [bbotk] 32.83732 33.05000 30.50190 38 NA 747 0.10
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 30.48000 38 NA 748 0.05
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 29.67850 38 NA 749 0.00
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 26.38390 38 NA 750 0.15
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 29.14769 38 NA 751 0.05
## INFO [12:39:18.847] [bbotk] 26.05171 32.50245 30.48000 38 NA 752 0.10
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 28.49535 38 NA 753 0.05
## INFO [12:39:18.847] [bbotk] 32.81500 30.50560 24.91186 38 NA 754 0.00
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 25.83429 38 NA 755 0.00
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 30.48000 38 NA 756 0.15
## INFO [12:39:18.847] [bbotk] 22.01409 33.05000 30.48000 38 NA 757 0.05
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 28.90201 38 NA 758 0.20
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 30.48134 38 NA 759 0.10
## INFO [12:39:18.847] [bbotk] 32.81500 33.05000 30.48000 38 NA 760 0.10
## INFO [12:39:18.847] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:18.847] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:18.847] [bbotk] 0.053909306 3 0.1697951
## INFO [12:39:18.847] [bbotk] 0.083131883 5 0.2117152
## INFO [12:39:18.847] [bbotk] 0.068945684 2 0.2189746
## INFO [12:39:18.847] [bbotk] 0.009344515 2 0.1560403
## INFO [12:39:18.847] [bbotk] 0.037761423 5 0.1629362
## INFO [12:39:18.847] [bbotk] 0.095410720 6 0.1831751
## INFO [12:39:18.847] [bbotk] 0.071996085 4 0.1619978
## INFO [12:39:18.847] [bbotk] 0.070261606 3 0.1568292
## INFO [12:39:18.847] [bbotk] 0.021307915 2 0.1679524
## INFO [12:39:18.847] [bbotk] 0.065528812 3 0.1535115
## INFO [12:39:18.847] [bbotk] 0.027955442 3 0.1659290
## INFO [12:39:18.847] [bbotk] 0.022719795 3 0.1452910
## INFO [12:39:18.847] [bbotk] 0.174836735 6 0.2443867
## INFO [12:39:18.847] [bbotk] 0.123578254 3 0.2041310
## INFO [12:39:18.847] [bbotk] 0.070865969 3 0.2208949
## INFO [12:39:18.847] [bbotk] 0.159424375 5 0.2752961
## INFO [12:39:18.847] [bbotk] 0.070009487 3 0.1579945
## INFO [12:39:18.847] [bbotk] 0.001708176 2 0.1517371
## INFO [12:39:18.847] [bbotk] 0.003861360 1 0.1538903
## INFO [12:39:19.043] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:19.171] [bbotk] Result of batch 39:
## INFO [12:39:19.176] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:19.176] [bbotk] 8 2 914.0050 0.6929968 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 9 862.4498 0.7418664 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 4 886.0000 0.7200000 729.4166 30.43384
## INFO [12:39:19.176] [bbotk] 1 8 990.1952 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 8 889.1442 0.7200000 450.5796 35.25900
## INFO [12:39:19.176] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 6 885.8378 0.6957305 129.1600 28.52281
## INFO [12:39:19.176] [bbotk] 1 8 885.9958 0.7202118 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 10 8 886.0000 0.7204225 236.9636 32.29000
## INFO [12:39:19.176] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 2 8 912.6145 0.7093082 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 8 1002.9466 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 10 0 937.9969 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 8 931.1378 0.7283238 129.1600 34.98506
## INFO [12:39:19.176] [bbotk] 8 8 890.8958 0.6373977 452.6552 32.29000
## INFO [12:39:19.176] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:19.176] [bbotk] 1 0 886.0000 0.7200000 129.1600 23.94437
## INFO [12:39:19.176] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 30.48000 39 NA 761 0.10
## INFO [12:39:19.176] [bbotk] 32.81500 30.22546 29.67850 39 NA 762 0.20
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 30.48000 39 NA 763 0.05
## INFO [12:39:19.176] [bbotk] 32.81500 29.50430 26.06801 39 NA 764 0.00
## INFO [12:39:19.176] [bbotk] 26.41472 33.05000 26.73057 39 NA 765 0.05
## INFO [12:39:19.176] [bbotk] 32.30034 33.05000 30.48000 39 NA 766 0.05
## INFO [12:39:19.176] [bbotk] 31.86739 29.16894 30.48000 39 NA 767 0.20
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 30.81603 39 NA 768 0.15
## INFO [12:39:19.176] [bbotk] 30.76935 33.05000 30.67027 39 NA 769 0.05
## INFO [12:39:19.176] [bbotk] 32.50767 33.05000 29.53596 39 NA 770 0.00
## INFO [12:39:19.176] [bbotk] 32.81500 22.88778 30.48000 39 NA 771 0.25
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 30.48000 39 NA 772 0.00
## INFO [12:39:19.176] [bbotk] 32.81500 30.01922 23.71319 39 NA 773 0.05
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 28.61082 39 NA 774 0.20
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 30.48000 39 NA 775 0.10
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 30.48000 39 NA 776 0.10
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 29.40828 39 NA 777 0.05
## INFO [12:39:19.176] [bbotk] 31.15744 28.29587 30.48000 39 NA 778 0.20
## INFO [12:39:19.176] [bbotk] 32.81500 33.05000 30.48000 39 NA 779 0.10
## INFO [12:39:19.176] [bbotk] 32.81500 25.77669 28.47396 39 NA 780 0.25
## INFO [12:39:19.176] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:19.176] [bbotk] 0.131983181 4 0.2217712
## INFO [12:39:19.176] [bbotk] 0.083575076 5 0.1682921
## INFO [12:39:19.176] [bbotk] 0.007404963 1 0.1560165
## INFO [12:39:19.176] [bbotk] 0.136820310 5 0.1577125
## INFO [12:39:19.176] [bbotk] 0.080607308 3 0.1801755
## INFO [12:39:19.176] [bbotk] 0.001995652 1 0.1520246
## INFO [12:39:19.176] [bbotk] 0.048935697 5 0.1899906
## INFO [12:39:19.176] [bbotk] 0.001690889 1 0.1517198
## INFO [12:39:19.176] [bbotk] 0.087173382 6 0.1781066
## INFO [12:39:19.176] [bbotk] 0.005978190 4 0.1527175
## INFO [12:39:19.176] [bbotk] 0.097225175 4 0.2471160
## INFO [12:39:19.176] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:19.176] [bbotk] 0.113494731 5 0.2254672
## INFO [12:39:19.176] [bbotk] 0.009405602 1 0.1562141
## INFO [12:39:19.176] [bbotk] 0.041441028 1 0.1802683
## INFO [12:39:19.176] [bbotk] 0.136072626 3 0.2258606
## INFO [12:39:19.176] [bbotk] 0.033791651 4 0.1618332
## INFO [12:39:19.176] [bbotk] 0.115312293 6 0.2226257
## INFO [12:39:19.176] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:19.176] [bbotk] 0.125777438 4 0.2067324
## INFO [12:39:19.366] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:19.505] [bbotk] Result of batch 40:
## INFO [12:39:19.511] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:19.511] [bbotk] 1 8 923.9067 0.6830626 129.1600 32.29000
## INFO [12:39:19.511] [bbotk] 1 8 903.1654 0.7063567 939.8137 32.29000
## INFO [12:39:19.511] [bbotk] 1 8 886.0000 0.7184903 129.1600 32.29000
## INFO [12:39:19.511] [bbotk] 10 8 883.8376 0.7124593 129.1600 27.47152
## INFO [12:39:19.511] [bbotk] 1 3 886.0000 0.7200000 272.7316 32.29000
## INFO [12:39:19.511] [bbotk] 1 5 886.0000 0.7242051 129.1600 33.41338
## INFO [12:39:19.511] [bbotk] 7 7 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:19.511] [bbotk] 1 8 886.0000 0.7160680 129.1600 32.29000
## INFO [12:39:19.511] [bbotk] 1 5 886.0000 0.6950269 514.2580 32.29000
## INFO [12:39:19.511] [bbotk] 1 0 981.5942 0.7107066 500.0983 32.29000
## INFO [12:39:19.511] [bbotk] 1 3 971.0874 0.7345698 507.2025 32.29000
## INFO [12:39:19.511] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:19.511] [bbotk] 1 1 1021.4682 0.6655516 129.1600 26.41469
## INFO [12:39:19.511] [bbotk] 10 8 886.0000 0.7200000 183.4081 35.58292
## INFO [12:39:19.511] [bbotk] 1 8 886.0000 0.7045210 129.1600 32.29000
## INFO [12:39:19.511] [bbotk] 1 8 901.2003 0.7200000 129.1600 34.64364
## INFO [12:39:19.511] [bbotk] 1 4 914.0050 0.7200000 129.1600 33.08204
## INFO [12:39:19.511] [bbotk] 11 8 886.0000 0.7798880 929.6836 32.29000
## INFO [12:39:19.511] [bbotk] 12 8 886.0000 0.7085748 129.1600 32.29000
## INFO [12:39:19.511] [bbotk] 3 3 885.7929 0.7200000 129.1600 32.29000
## INFO [12:39:19.511] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:19.511] [bbotk] 32.81500 28.77052 29.38138 40 NA 781 0.25
## INFO [12:39:19.511] [bbotk] 22.98468 33.05000 30.81276 40 NA 782 0.00
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 30.19477 40 NA 783 0.10
## INFO [12:39:19.511] [bbotk] 32.74409 36.11693 30.48000 40 NA 784 0.10
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 23.20444 40 NA 785 0.15
## INFO [12:39:19.511] [bbotk] 32.81500 21.91625 30.48000 40 NA 786 0.20
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 30.48000 40 NA 787 0.10
## INFO [12:39:19.511] [bbotk] 32.81500 30.01922 30.48000 40 NA 788 0.10
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 27.62930 40 NA 789 0.05
## INFO [12:39:19.511] [bbotk] 32.81500 32.16055 30.48000 40 NA 790 0.10
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 30.48000 40 NA 791 0.00
## INFO [12:39:19.511] [bbotk] 32.81500 30.98023 28.61082 40 NA 792 0.00
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 21.44477 40 NA 793 0.10
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 30.48000 40 NA 794 0.15
## INFO [12:39:19.511] [bbotk] 32.81500 23.89565 24.23025 40 NA 795 0.30
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 29.53317 40 NA 796 0.00
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 30.48000 40 NA 797 0.15
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 25.82597 40 NA 798 0.15
## INFO [12:39:19.511] [bbotk] 32.81500 33.05000 30.48000 40 NA 799 0.10
## INFO [12:39:19.511] [bbotk] 32.81500 23.43578 29.67364 40 NA 800 0.25
## INFO [12:39:19.511] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:19.511] [bbotk] 0.038329657 4 0.1403206
## INFO [12:39:19.511] [bbotk] 0.098266208 5 0.2230277
## INFO [12:39:19.511] [bbotk] 0.001681929 2 0.1488404
## INFO [12:39:19.511] [bbotk] 0.090397458 6 0.2317682
## INFO [12:39:19.511] [bbotk] 0.104317681 3 0.1923027
## INFO [12:39:19.511] [bbotk] 0.098802902 4 0.1886341
## INFO [12:39:19.511] [bbotk] 0.117647059 2 0.2088525
## INFO [12:39:19.511] [bbotk] 0.010085329 2 0.1594325
## INFO [12:39:19.511] [bbotk] 0.101077717 4 0.1890627
## INFO [12:39:19.511] [bbotk] 0.119940772 5 0.2097288
## INFO [12:39:19.511] [bbotk] 0.114748119 4 0.2012681
## INFO [12:39:19.511] [bbotk] 0.023268471 3 0.1435803
## INFO [12:39:19.511] [bbotk] 0.185265168 5 0.2127633
## INFO [12:39:19.511] [bbotk] 0.075673927 3 0.2257029
## INFO [12:39:19.511] [bbotk] 0.062499484 3 0.1917696
## INFO [12:39:19.511] [bbotk] 0.019795426 3 0.1638350
## INFO [12:39:19.511] [bbotk] 0.071992957 3 0.1253225
## INFO [12:39:19.511] [bbotk] 0.141562655 4 0.2851032
## INFO [12:39:19.511] [bbotk] 0.060690387 2 0.2107193
## INFO [12:39:19.511] [bbotk] 0.151732597 5 0.2397176
## INFO [12:39:19.712] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:19.913] [bbotk] Result of batch 41:
## INFO [12:39:19.918] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:19.918] [bbotk] 1 8 886.0000 0.7296377 129.1600 32.29000
## INFO [12:39:19.918] [bbotk] 1 8 996.1780 0.6760587 129.1600 32.29000
## INFO [12:39:19.918] [bbotk] 1 8 886.0000 0.7347080 501.8077 29.62815
## INFO [12:39:19.918] [bbotk] 1 8 863.5405 0.7200000 699.4583 26.27606
## INFO [12:39:19.918] [bbotk] 1 8 886.0000 0.6773118 129.1600 32.29000
## INFO [12:39:19.918] [bbotk] 6 4 886.0000 0.6778006 129.1600 23.97139
## INFO [12:39:19.918] [bbotk] 1 9 909.5910 0.7200000 129.1600 32.29000
## INFO [12:39:19.918] [bbotk] 1 8 974.3541 0.6992271 184.2154 32.29000
## INFO [12:39:19.918] [bbotk] 1 5 906.8971 0.7200273 865.1178 32.29000
## INFO [12:39:19.918] [bbotk] 1 8 886.0000 0.7201879 557.9401 32.29000
## INFO [12:39:19.918] [bbotk] 1 8 886.0000 0.7200000 129.1600 26.35609
## INFO [12:39:19.918] [bbotk] 1 3 886.0000 0.7200000 129.1600 29.92877
## INFO [12:39:19.918] [bbotk] 1 8 936.6745 0.7200000 438.4820 32.29000
## INFO [12:39:19.918] [bbotk] 1 4 886.0000 0.6901850 381.3020 32.29000
## INFO [12:39:19.918] [bbotk] 1 8 899.5859 0.6948272 129.1600 32.29000
## INFO [12:39:19.918] [bbotk] 1 4 1000.1249 0.7321629 968.8067 32.29000
## INFO [12:39:19.918] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:19.918] [bbotk] 1 8 906.8968 0.7200000 711.0369 34.38987
## INFO [12:39:19.918] [bbotk] 1 2 886.0000 0.7029347 129.1600 32.29000
## INFO [12:39:19.918] [bbotk] 1 8 878.3002 0.7023467 129.1600 32.29000
## INFO [12:39:19.918] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:19.918] [bbotk] 32.83802 33.05000 30.48000 41 NA 801 0.10
## INFO [12:39:19.918] [bbotk] 29.77041 33.05000 29.59568 41 NA 802 0.00
## INFO [12:39:19.918] [bbotk] 32.81500 33.05000 30.48000 41 NA 803 0.05
## INFO [12:39:19.918] [bbotk] 32.01573 33.05000 22.79551 41 NA 804 0.20
## INFO [12:39:19.918] [bbotk] 23.08849 33.05000 30.48000 41 NA 805 0.10
## INFO [12:39:19.918] [bbotk] 32.81500 33.05000 26.17958 41 NA 806 0.10
## INFO [12:39:19.918] [bbotk] 34.93759 34.90495 30.81005 41 NA 807 0.30
## INFO [12:39:19.918] [bbotk] 27.94051 33.05000 28.67334 41 NA 808 0.00
## INFO [12:39:19.918] [bbotk] 32.81500 33.05000 30.48000 41 NA 809 0.00
## INFO [12:39:19.918] [bbotk] 32.81500 32.74469 30.48000 41 NA 810 0.05
## INFO [12:39:19.918] [bbotk] 24.51550 26.35886 30.48000 41 NA 811 0.25
## INFO [12:39:19.918] [bbotk] 32.81500 39.06690 28.55302 41 NA 812 0.10
## INFO [12:39:19.918] [bbotk] 32.81500 30.01922 31.24226 41 NA 813 0.15
## INFO [12:39:19.918] [bbotk] 32.81500 30.88637 21.49043 41 NA 814 0.00
## INFO [12:39:19.918] [bbotk] 32.29023 33.32630 30.48000 41 NA 815 0.00
## INFO [12:39:19.918] [bbotk] 32.81500 33.05000 30.16183 41 NA 816 0.00
## INFO [12:39:19.918] [bbotk] 32.81500 33.05000 30.48000 41 NA 817 0.00
## INFO [12:39:19.918] [bbotk] 32.81500 33.05000 29.67850 41 NA 818 0.00
## INFO [12:39:19.918] [bbotk] 34.42933 33.05000 29.59467 41 NA 819 0.25
## INFO [12:39:19.918] [bbotk] 26.03815 32.23127 30.48000 41 NA 820 0.10
## INFO [12:39:19.918] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:19.918] [bbotk] 0.001664066 2 0.1483649
## INFO [12:39:19.918] [bbotk] 0.062478094 4 0.1550902
## INFO [12:39:19.918] [bbotk] 0.036369565 3 0.1807545
## INFO [12:39:19.918] [bbotk] 0.109658570 5 0.2315414
## INFO [12:39:19.918] [bbotk] 0.044690938 2 0.1721261
## INFO [12:39:19.918] [bbotk] 0.180269642 5 0.1946606
## INFO [12:39:19.918] [bbotk] 0.082853940 5 0.1717723
## INFO [12:39:19.918] [bbotk] 0.066102443 5 0.1588821
## INFO [12:39:19.918] [bbotk] 0.111772531 4 0.2015516
## INFO [12:39:19.918] [bbotk] 0.027513901 3 0.1774815
## INFO [12:39:19.918] [bbotk] 0.077345410 3 0.1850659
## INFO [12:39:19.918] [bbotk] 0.096942388 4 0.1844322
## INFO [12:39:19.918] [bbotk] 0.050375657 4 0.1754940
## INFO [12:39:19.918] [bbotk] 0.131273465 5 0.1627215
## INFO [12:39:19.918] [bbotk] 0.011823211 4 0.1542395
## INFO [12:39:19.918] [bbotk] 0.154808612 5 0.1946185
## INFO [12:39:19.918] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:19.918] [bbotk] 0.056048143 4 0.1975130
## INFO [12:39:19.918] [bbotk] 0.072326659 4 0.1596912
## INFO [12:39:19.918] [bbotk] 0.034441967 4 0.1649567
## INFO [12:39:20.112] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:20.249] [bbotk] Result of batch 42:
## INFO [12:39:20.254] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:20.254] [bbotk] 1 8 886.0000 0.7160680 168.62620 23.59062
## INFO [12:39:20.254] [bbotk] 1 8 886.0000 0.6930592 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 8 886.0000 0.7200000 124.16434 25.79175
## INFO [12:39:20.254] [bbotk] 1 8 898.1330 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 8 906.8968 0.7200000 129.16000 21.87447
## INFO [12:39:20.254] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 3 8 1012.2864 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 7 1 886.0000 0.6935079 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 8 912.9378 0.6937356 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 8 886.0000 0.7621686 129.16000 25.62849
## INFO [12:39:20.254] [bbotk] 1 8 883.6842 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 8 886.0000 0.7200000 129.16000 22.88643
## INFO [12:39:20.254] [bbotk] 1 8 925.4383 0.7170536 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 3 1006.4198 0.7446323 219.12279 32.29000
## INFO [12:39:20.254] [bbotk] 1 7 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 4 886.0000 0.7067161 96.00129 31.68223
## INFO [12:39:20.254] [bbotk] 1 8 902.1418 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] 1 4 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.254] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:20.254] [bbotk] 32.81500 30.01922 30.48000 42 NA 821 0.10
## INFO [12:39:20.254] [bbotk] 30.16714 30.50560 30.48000 42 NA 822 0.00
## INFO [12:39:20.254] [bbotk] 32.81500 30.50560 30.48000 42 NA 823 0.15
## INFO [12:39:20.254] [bbotk] 32.81500 33.05000 26.91285 42 NA 824 0.00
## INFO [12:39:20.254] [bbotk] 32.81500 29.75446 28.49535 42 NA 825 0.15
## INFO [12:39:20.254] [bbotk] 32.81500 32.14190 30.48000 42 NA 826 0.10
## INFO [12:39:20.254] [bbotk] 32.81500 30.98023 32.39556 42 NA 827 0.10
## INFO [12:39:20.254] [bbotk] 32.70116 33.05000 30.48000 42 NA 828 0.10
## INFO [12:39:20.254] [bbotk] 32.81500 33.05000 25.83429 42 NA 829 0.15
## INFO [12:39:20.254] [bbotk] 32.81500 33.05000 30.48000 42 NA 830 0.00
## INFO [12:39:20.254] [bbotk] 32.83643 33.17008 29.31128 42 NA 831 0.05
## INFO [12:39:20.254] [bbotk] 32.81500 33.35334 30.48000 42 NA 832 0.20
## INFO [12:39:20.254] [bbotk] 32.81500 33.05000 29.53374 42 NA 833 0.10
## INFO [12:39:20.254] [bbotk] 32.81500 31.02391 29.53596 42 NA 834 0.10
## INFO [12:39:20.254] [bbotk] 32.81500 33.05000 30.48000 42 NA 835 0.10
## INFO [12:39:20.254] [bbotk] 32.81500 33.05000 24.80373 42 NA 836 0.00
## INFO [12:39:20.254] [bbotk] 32.31342 35.06662 23.42364 42 NA 837 0.10
## INFO [12:39:20.254] [bbotk] 24.21297 33.05000 29.99072 42 NA 838 0.15
## INFO [12:39:20.254] [bbotk] 32.81500 33.05000 29.66903 42 NA 839 0.00
## INFO [12:39:20.254] [bbotk] 30.77647 22.62404 29.67680 42 NA 840 0.05
## INFO [12:39:20.254] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:20.254] [bbotk] 0.048175502 4 0.1775666
## INFO [12:39:20.254] [bbotk] 0.022596986 3 0.1438901
## INFO [12:39:20.254] [bbotk] 0.034864958 3 0.1649227
## INFO [12:39:20.254] [bbotk] 0.022249146 2 0.1616878
## INFO [12:39:20.254] [bbotk] 0.028179927 3 0.1466576
## INFO [12:39:20.254] [bbotk] 0.052914757 3 0.1768311
## INFO [12:39:20.254] [bbotk] 0.023501877 3 0.1601172
## INFO [12:39:20.254] [bbotk] 0.104015635 3 0.2419600
## INFO [12:39:20.254] [bbotk] 0.145352810 4 0.1745143
## INFO [12:39:20.254] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:20.254] [bbotk] 0.020175372 5 0.1450801
## INFO [12:39:20.254] [bbotk] 0.035132772 3 0.1795177
## INFO [12:39:20.254] [bbotk] 0.005582152 2 0.1523907
## INFO [12:39:20.254] [bbotk] 0.049596657 3 0.1718556
## INFO [12:39:20.254] [bbotk] 0.014456743 2 0.1523211
## INFO [12:39:20.254] [bbotk] 0.139649639 5 0.2229492
## INFO [12:39:20.254] [bbotk] 0.102558809 4 0.1777639
## INFO [12:39:20.254] [bbotk] 0.101353844 6 0.1469088
## INFO [12:39:20.254] [bbotk] 0.009800732 2 0.1545403
## INFO [12:39:20.254] [bbotk] 0.103253508 4 0.1481730
## INFO [12:39:20.455] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:20.583] [bbotk] Result of batch 43:
## INFO [12:39:20.588] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:20.588] [bbotk] 1 8 885.7929 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 8 996.4422 0.7200000 380.0569 34.09072
## INFO [12:39:20.588] [bbotk] 4 8 1015.3803 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 6 887.8043 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 9 886.0000 0.7269779 571.8959 32.29000
## INFO [12:39:20.588] [bbotk] 1 3 1021.5266 0.7037372 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 8 886.0000 0.7226873 534.0450 32.29000
## INFO [12:39:20.588] [bbotk] 1 2 947.6622 0.6734944 129.1600 32.14446
## INFO [12:39:20.588] [bbotk] 1 2 886.0000 0.7124734 129.1600 21.80748
## INFO [12:39:20.588] [bbotk] 10 4 886.0000 0.6854181 572.3219 32.29000
## INFO [12:39:20.588] [bbotk] 1 4 864.0190 0.7200000 129.1600 30.48691
## INFO [12:39:20.588] [bbotk] 4 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 3 886.0000 0.7135993 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 8 903.4199 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 9 956.7554 0.7202118 129.1600 32.29000
## INFO [12:39:20.588] [bbotk] 1 8 906.8968 0.7200000 129.1600 28.44463
## INFO [12:39:20.588] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:20.588] [bbotk] 32.81500 33.05000 30.48000 43 NA 841 0.10
## INFO [12:39:20.588] [bbotk] 31.55267 33.05000 30.48000 43 NA 842 0.10
## INFO [12:39:20.588] [bbotk] 32.81500 33.05000 30.48000 43 NA 843 0.10
## INFO [12:39:20.588] [bbotk] 32.81500 21.80821 30.48000 43 NA 844 0.25
## INFO [12:39:20.588] [bbotk] 32.81500 33.05000 31.18859 43 NA 845 0.10
## INFO [12:39:20.588] [bbotk] 32.81500 31.73184 28.22495 43 NA 846 0.10
## INFO [12:39:20.588] [bbotk] 32.81500 22.40829 30.48000 43 NA 847 0.20
## INFO [12:39:20.588] [bbotk] 25.41003 36.67807 30.48000 43 NA 848 0.00
## INFO [12:39:20.588] [bbotk] 32.81500 32.26813 30.06045 43 NA 849 0.15
## INFO [12:39:20.588] [bbotk] 32.81500 35.09275 27.50301 43 NA 850 0.15
## INFO [12:39:20.588] [bbotk] 31.02753 33.05000 23.87685 43 NA 851 0.10
## INFO [12:39:20.588] [bbotk] 32.81500 33.05000 30.57047 43 NA 852 0.15
## INFO [12:39:20.588] [bbotk] 32.81500 28.05344 30.48000 43 NA 853 0.05
## INFO [12:39:20.588] [bbotk] 32.81500 33.05000 29.08316 43 NA 854 0.10
## INFO [12:39:20.588] [bbotk] 32.81500 33.05000 30.48000 43 NA 855 0.10
## INFO [12:39:20.588] [bbotk] 32.81500 33.05000 27.80909 43 NA 856 0.10
## INFO [12:39:20.588] [bbotk] 34.38260 36.42671 30.48000 43 NA 857 0.15
## INFO [12:39:20.588] [bbotk] 30.70552 33.05000 30.48000 43 NA 858 0.05
## INFO [12:39:20.588] [bbotk] 32.81500 37.60595 29.53596 43 NA 859 0.00
## INFO [12:39:20.588] [bbotk] 32.81500 26.70488 30.48000 43 NA 860 0.30
## INFO [12:39:20.588] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:20.588] [bbotk] 7.340443e-05 1 0.1501024
## INFO [12:39:20.588] [bbotk] 6.693490e-02 4 0.1959724
## INFO [12:39:20.588] [bbotk] 1.046706e-01 2 0.2434978
## INFO [12:39:20.588] [bbotk] 4.243050e-02 2 0.1782527
## INFO [12:39:20.588] [bbotk] 6.302848e-02 3 0.1529552
## INFO [12:39:20.588] [bbotk] 7.427775e-02 3 0.1622627
## INFO [12:39:20.588] [bbotk] 1.205151e-01 4 0.2094402
## INFO [12:39:20.588] [bbotk] 1.495234e-01 5 0.2238689
## INFO [12:39:20.588] [bbotk] 4.547204e-03 2 0.1513557
## INFO [12:39:20.588] [bbotk] 4.683705e-02 4 0.1925181
## INFO [12:39:20.588] [bbotk] 1.290273e-01 6 0.1895926
## INFO [12:39:20.588] [bbotk] 1.034636e-01 4 0.1944232
## INFO [12:39:20.588] [bbotk] 1.662871e-01 5 0.2237980
## INFO [12:39:20.588] [bbotk] 8.103015e-02 4 0.1395766
## INFO [12:39:20.588] [bbotk] 5.882353e-02 1 0.2088525
## INFO [12:39:20.588] [bbotk] 7.330929e-02 3 0.1612943
## INFO [12:39:20.588] [bbotk] 2.277210e-02 3 0.1634890
## INFO [12:39:20.588] [bbotk] 8.179781e-03 1 0.1561613
## INFO [12:39:20.588] [bbotk] 1.028761e-01 5 0.1750564
## INFO [12:39:20.588] [bbotk] 4.293163e-02 3 0.1587977
## INFO [12:39:20.768] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:20.911] [bbotk] Result of batch 44:
## INFO [12:39:20.917] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:20.917] [bbotk] 11 8 886.0000 0.7200000 285.03127 32.29000
## INFO [12:39:20.917] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 2 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 4 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 8 961.6624 0.7200000 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 4 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 12 6 898.1330 0.7200000 757.26927 32.29000
## INFO [12:39:20.917] [bbotk] 11 2 886.0000 0.7200000 154.63741 32.29000
## INFO [12:39:20.917] [bbotk] 9 8 999.7064 0.7003180 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 6 8 1021.8688 0.7200000 31.70176 32.29000
## INFO [12:39:20.917] [bbotk] 1 8 886.0000 0.6930592 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 4 914.8288 0.6918950 763.11322 32.03379
## INFO [12:39:20.917] [bbotk] 2 8 907.5260 0.7199597 844.06971 33.61562
## INFO [12:39:20.917] [bbotk] 10 8 885.0618 0.7200000 146.39916 32.29000
## INFO [12:39:20.917] [bbotk] 1 8 912.6145 0.6976521 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 8 886.0000 0.7200000 145.53750 32.29000
## INFO [12:39:20.917] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 8 886.0000 0.6930592 129.16000 32.29000
## INFO [12:39:20.917] [bbotk] 1 7 936.5701 0.7226894 304.15494 35.11693
## INFO [12:39:20.917] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:20.917] [bbotk] 30.53391 33.05000 29.67364 44 NA 861 0.00
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 30.48000 44 NA 862 0.10
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 29.67850 44 NA 863 0.05
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 30.48000 44 NA 864 0.20
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 30.48000 44 NA 865 0.05
## INFO [12:39:20.917] [bbotk] 32.81500 27.46660 30.48000 44 NA 866 0.35
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 30.48000 44 NA 867 0.05
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 24.98803 44 NA 868 0.00
## INFO [12:39:20.917] [bbotk] 32.81500 27.22861 30.48000 44 NA 869 0.30
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 30.48000 44 NA 870 0.10
## INFO [12:39:20.917] [bbotk] 32.55434 33.05000 29.53596 44 NA 871 0.10
## INFO [12:39:20.917] [bbotk] 32.81500 30.50560 30.48000 44 NA 872 0.05
## INFO [12:39:20.917] [bbotk] 32.81500 34.57241 28.91956 44 NA 873 0.00
## INFO [12:39:20.917] [bbotk] 33.89787 33.05000 28.45591 44 NA 874 0.05
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 30.48000 44 NA 875 0.10
## INFO [12:39:20.917] [bbotk] 32.82954 24.10917 30.42536 44 NA 876 0.35
## INFO [12:39:20.917] [bbotk] 31.95041 33.05000 30.48000 44 NA 877 0.05
## INFO [12:39:20.917] [bbotk] 32.81500 33.05000 30.48000 44 NA 878 0.10
## INFO [12:39:20.917] [bbotk] 32.32616 30.50560 30.48000 44 NA 879 0.00
## INFO [12:39:20.917] [bbotk] 32.70116 36.76471 30.48000 44 NA 880 0.15
## INFO [12:39:20.917] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:20.917] [bbotk] 0.081371277 4 0.2199068
## INFO [12:39:20.917] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:20.917] [bbotk] 0.062856643 2 0.1508416
## INFO [12:39:20.917] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:20.917] [bbotk] 0.058823529 1 0.1384919
## INFO [12:39:20.917] [bbotk] 0.044207563 2 0.1693259
## INFO [12:39:20.917] [bbotk] 0.058823529 1 0.1384919
## INFO [12:39:20.917] [bbotk] 0.188447845 5 0.2750154
## INFO [12:39:20.917] [bbotk] 0.137360974 4 0.2285664
## INFO [12:39:20.917] [bbotk] 0.102332389 3 0.2347276
## INFO [12:39:20.917] [bbotk] 0.118761402 5 0.2374716
## INFO [12:39:20.917] [bbotk] 0.012329580 2 0.1541576
## INFO [12:39:20.917] [bbotk] 0.126504438 7 0.1664659
## INFO [12:39:20.917] [bbotk] 0.130511313 7 0.2632798
## INFO [12:39:20.917] [bbotk] 0.060222709 3 0.2102517
## INFO [12:39:20.917] [bbotk] 0.041270513 5 0.1651874
## INFO [12:39:20.917] [bbotk] 0.004365961 2 0.1543949
## INFO [12:39:20.917] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:20.917] [bbotk] 0.014225115 3 0.1522620
## INFO [12:39:20.917] [bbotk] 0.111610525 7 0.1663590
## INFO [12:39:21.116] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:21.242] [bbotk] Result of batch 45:
## INFO [12:39:21.248] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:21.248] [bbotk] 1 6 886.0000 0.6936538 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 1 8 971.2522 0.7073239 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 5 8 906.8968 0.7200000 238.0459 32.29000
## INFO [12:39:21.248] [bbotk] 2 8 886.0000 0.6933792 140.1311 35.28689
## INFO [12:39:21.248] [bbotk] 1 4 891.6638 0.7200000 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 1 3 902.5264 0.7200000 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 1 8 886.0000 0.7141207 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 9 8 906.8968 0.7345235 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 5 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 1 6 886.0000 0.7204907 129.1600 32.43752
## INFO [12:39:21.248] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 12 8 886.0000 0.7331745 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 1 0 886.0000 0.6946536 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] 1 8 1013.7390 0.7200000 129.1600 26.44954
## INFO [12:39:21.248] [bbotk] 11 3 886.0000 0.7316836 539.6148 32.29000
## INFO [12:39:21.248] [bbotk] 1 8 907.7337 0.7161801 278.5266 32.29000
## INFO [12:39:21.248] [bbotk] 1 8 896.7583 0.7546329 522.5022 26.85034
## INFO [12:39:21.248] [bbotk] 1 4 886.0000 0.7200000 129.1600 33.08204
## INFO [12:39:21.248] [bbotk] 1 8 902.1418 0.7200000 129.1600 32.29000
## INFO [12:39:21.248] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.48000 45 NA 881 0.00
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.48000 45 NA 882 0.10
## INFO [12:39:21.248] [bbotk] 30.16714 33.05000 30.48000 45 NA 883 0.05
## INFO [12:39:21.248] [bbotk] 25.61850 33.05000 30.48000 45 NA 884 0.05
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 26.07907 45 NA 885 0.15
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.54849 45 NA 886 0.05
## INFO [12:39:21.248] [bbotk] 32.81500 21.70791 23.30618 45 NA 887 0.20
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.48000 45 NA 888 0.10
## INFO [12:39:21.248] [bbotk] 32.81500 37.21426 30.48000 45 NA 889 0.05
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.48000 45 NA 890 0.10
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.48000 45 NA 891 0.10
## INFO [12:39:21.248] [bbotk] 32.32616 33.05000 30.48000 45 NA 892 0.00
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.48000 45 NA 893 0.10
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 25.22705 45 NA 894 0.20
## INFO [12:39:21.248] [bbotk] 30.53391 33.05000 26.05520 45 NA 895 0.05
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.48000 45 NA 896 0.00
## INFO [12:39:21.248] [bbotk] 32.81500 23.74917 28.98857 45 NA 897 0.25
## INFO [12:39:21.248] [bbotk] 32.81500 33.57004 30.48000 45 NA 898 0.10
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 28.90201 45 NA 899 0.10
## INFO [12:39:21.248] [bbotk] 32.81500 33.05000 30.48000 45 NA 900 0.05
## INFO [12:39:21.248] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:21.248] [bbotk] 0.0631284715 2 0.1543339
## INFO [12:39:21.248] [bbotk] 0.0322810897 2 0.1669658
## INFO [12:39:21.248] [bbotk] 0.0102674067 1 0.1540736
## INFO [12:39:21.248] [bbotk] 0.1008714213 4 0.2274470
## INFO [12:39:21.248] [bbotk] 0.0982780562 5 0.2376160
## INFO [12:39:21.248] [bbotk] 0.0611751941 3 0.1361402
## INFO [12:39:21.248] [bbotk] 0.1361161107 4 0.2193315
## INFO [12:39:21.248] [bbotk] 0.0009606686 1 0.1509896
## INFO [12:39:21.248] [bbotk] 0.0815760081 4 0.2266703
## INFO [12:39:21.248] [bbotk] 0.0588235294 1 0.2088525
## INFO [12:39:21.248] [bbotk] 0.0595081969 3 0.1505533
## INFO [12:39:21.248] [bbotk] 0.0062976337 2 0.1563266
## INFO [12:39:21.248] [bbotk] 0.0609762307 2 0.2077372
## INFO [12:39:21.248] [bbotk] 0.0893976931 3 0.1773827
## INFO [12:39:21.248] [bbotk] 0.1003088912 4 0.1851860
## INFO [12:39:21.248] [bbotk] 0.1449542020 4 0.2328917
## INFO [12:39:21.248] [bbotk] 0.0540511119 5 0.1730223
## INFO [12:39:21.248] [bbotk] 0.0577211899 5 0.1944815
## INFO [12:39:21.248] [bbotk] 0.0700094868 3 0.1415102
## INFO [12:39:21.248] [bbotk] 0.0057199938 1 0.1543315
## INFO [12:39:21.419] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:21.544] [bbotk] Result of batch 46:
## INFO [12:39:21.550] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:21.550] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 11 8 906.9228 0.7200000 819.5448 32.29000
## INFO [12:39:21.550] [bbotk] 1 8 886.0000 0.6760082 129.1600 22.89838
## INFO [12:39:21.550] [bbotk] 11 9 886.0000 0.7139346 129.1600 34.64212
## INFO [12:39:21.550] [bbotk] 9 8 903.5941 0.6812787 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 1 8 885.7929 0.7200000 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 1 8 886.0000 0.7200000 238.1111 32.29000
## INFO [12:39:21.550] [bbotk] 1 8 891.3982 0.7155561 419.3045 35.14508
## INFO [12:39:21.550] [bbotk] 1 8 908.7486 0.7233616 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 11 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 1 8 886.0000 0.6670454 129.1600 23.95369
## INFO [12:39:21.550] [bbotk] 1 9 1006.4140 0.7200000 565.6689 32.29000
## INFO [12:39:21.550] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 1 4 911.0174 0.7200000 129.1600 33.08204
## INFO [12:39:21.550] [bbotk] 1 8 879.3076 0.6979007 129.1600 29.03835
## INFO [12:39:21.550] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 7 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:21.550] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:21.550] [bbotk] 32.32616 30.50560 30.48000 46 NA 901 0.05
## INFO [12:39:21.550] [bbotk] 32.81500 33.05000 30.48000 46 NA 902 0.00
## INFO [12:39:21.550] [bbotk] 29.28959 29.83247 30.48000 46 NA 903 0.15
## INFO [12:39:21.550] [bbotk] 22.80033 32.53949 27.96169 46 NA 904 0.15
## INFO [12:39:21.550] [bbotk] 32.81500 33.05000 30.48000 46 NA 905 0.00
## INFO [12:39:21.550] [bbotk] 32.31342 21.61068 30.48000 46 NA 906 0.10
## INFO [12:39:21.550] [bbotk] 32.81500 33.05000 30.48000 46 NA 907 0.10
## INFO [12:39:21.550] [bbotk] 32.81500 38.21725 30.48000 46 NA 908 0.05
## INFO [12:39:21.550] [bbotk] 23.13862 33.05000 29.64256 46 NA 909 0.05
## INFO [12:39:21.550] [bbotk] 32.81500 30.03920 28.16694 46 NA 910 0.00
## INFO [12:39:21.550] [bbotk] 22.03762 33.05000 29.67850 46 NA 911 0.05
## INFO [12:39:21.550] [bbotk] 32.81500 33.05000 30.48000 46 NA 912 0.10
## INFO [12:39:21.550] [bbotk] 32.81500 33.05000 28.77995 46 NA 913 0.00
## INFO [12:39:21.550] [bbotk] 32.81500 33.05000 29.67850 46 NA 914 0.00
## INFO [12:39:21.550] [bbotk] 25.52194 33.05000 30.48000 46 NA 915 0.10
## INFO [12:39:21.550] [bbotk] 32.81500 33.05000 23.94006 46 NA 916 0.30
## INFO [12:39:21.550] [bbotk] 32.81500 30.95111 28.49535 46 NA 917 0.00
## INFO [12:39:21.550] [bbotk] 32.32616 33.05000 30.48000 46 NA 918 0.00
## INFO [12:39:21.550] [bbotk] 32.81500 33.05000 30.48000 46 NA 919 0.10
## INFO [12:39:21.550] [bbotk] 33.26212 33.05000 30.48000 46 NA 920 0.10
## INFO [12:39:21.550] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:21.550] [bbotk] 9.823017e-03 2 0.1566641
## INFO [12:39:21.550] [bbotk] 1.089572e-01 3 0.2575687
## INFO [12:39:21.550] [bbotk] 6.936784e-02 4 0.1627119
## INFO [12:39:21.550] [bbotk] 1.813723e-01 7 0.2693573
## INFO [12:39:21.550] [bbotk] 7.138515e-02 3 0.2106030
## INFO [12:39:21.550] [bbotk] 9.640940e-02 3 0.1613317
## INFO [12:39:21.550] [bbotk] 7.340443e-05 1 0.1501024
## INFO [12:39:21.550] [bbotk] 2.284102e-02 2 0.1692968
## INFO [12:39:21.550] [bbotk] 7.402728e-02 6 0.2017069
## INFO [12:39:21.550] [bbotk] 2.963029e-02 4 0.1478366
## INFO [12:39:21.550] [bbotk] 1.046472e-01 3 0.2379665
## INFO [12:39:21.550] [bbotk] 4.281301e-02 2 0.1698925
## INFO [12:39:21.550] [bbotk] 1.370581e-01 4 0.2236256
## INFO [12:39:21.550] [bbotk] 1.143808e-02 2 0.1529030
## INFO [12:39:21.550] [bbotk] 9.921399e-02 4 0.1428850
## INFO [12:39:21.550] [bbotk] 5.221571e-02 4 0.1730751
## INFO [12:39:21.550] [bbotk] 2.445157e-02 3 0.1435593
## INFO [12:39:21.550] [bbotk] 6.297634e-03 2 0.1563266
## INFO [12:39:21.550] [bbotk] 5.882353e-02 1 0.2088525
## INFO [12:39:21.550] [bbotk] 6.055731e-02 2 0.1511423
## INFO [12:39:21.742] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:21.874] [bbotk] Result of batch 47:
## INFO [12:39:21.879] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:21.879] [bbotk] 1 8 886.0000 0.7127663 129.1600 32.29000 33.07533
## INFO [12:39:21.879] [bbotk] 10 8 886.0000 0.7200000 129.1600 33.85275 31.02203
## INFO [12:39:21.879] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:21.879] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:21.879] [bbotk] 1 9 886.3313 0.6948738 814.2710 25.86861 32.84275
## INFO [12:39:21.879] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:21.879] [bbotk] 1 8 886.0000 0.7047546 129.1600 26.39222 32.81500
## INFO [12:39:21.879] [bbotk] 1 8 886.0000 0.7107566 455.2536 32.29000 31.24434
## INFO [12:39:21.879] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.20735 32.81500
## INFO [12:39:21.879] [bbotk] 1 8 886.0000 0.7085896 129.1600 24.25493 32.83003
## INFO [12:39:21.879] [bbotk] 6 8 904.4199 0.6309491 876.0271 24.17264 28.18441
## INFO [12:39:21.879] [bbotk] 1 8 903.5941 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:21.879] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 24.10563
## INFO [12:39:21.879] [bbotk] 8 8 886.0000 0.7200000 785.0661 32.29000 32.81500
## INFO [12:39:21.879] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.31342
## INFO [12:39:21.879] [bbotk] 1 8 937.2241 0.7200000 801.7356 29.29474 32.32616
## INFO [12:39:21.879] [bbotk] 1 8 982.4603 0.7200000 129.1600 24.26901 23.43268
## INFO [12:39:21.879] [bbotk] 1 8 923.3205 0.7202439 129.1600 31.82767 32.81500
## INFO [12:39:21.879] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.45236 32.81500
## INFO [12:39:21.879] [bbotk] 4 8 886.0090 0.7200000 129.1600 27.97478 33.03977
## INFO [12:39:21.879] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:21.879] [bbotk] 32.82529 29.37311 47 NA 921 0.10 0.008461351
## INFO [12:39:21.879] [bbotk] 33.05000 30.56833 47 NA 922 0.10 0.072624298
## INFO [12:39:21.879] [bbotk] 33.05000 30.48000 47 NA 923 0.00 0.058823529
## INFO [12:39:21.879] [bbotk] 33.05000 30.48000 47 NA 924 0.00 0.058823529
## INFO [12:39:21.879] [bbotk] 35.14858 31.51240 47 NA 925 0.00 0.143594154
## INFO [12:39:21.879] [bbotk] 33.05000 25.81080 47 NA 926 0.15 0.023495199
## INFO [12:39:21.879] [bbotk] 33.05000 29.89726 47 NA 927 0.10 0.029591141
## INFO [12:39:21.879] [bbotk] 32.19916 30.48000 47 NA 928 0.10 0.030429663
## INFO [12:39:21.879] [bbotk] 28.36434 29.33296 47 NA 929 0.25 0.033002755
## INFO [12:39:21.879] [bbotk] 32.46666 29.76012 47 NA 930 0.15 0.040288489
## INFO [12:39:21.879] [bbotk] 33.05000 30.48000 47 NA 931 0.00 0.177334865
## INFO [12:39:21.879] [bbotk] 33.05000 29.53374 47 NA 932 0.00 0.010996142
## INFO [12:39:21.879] [bbotk] 33.05000 29.88090 47 NA 933 0.05 0.036786305
## INFO [12:39:21.879] [bbotk] 28.41969 28.71968 47 NA 934 0.15 0.122693838
## INFO [12:39:21.879] [bbotk] 33.05000 30.48000 47 NA 935 0.00 0.060768457
## INFO [12:39:21.879] [bbotk] 33.05000 30.48000 47 NA 936 0.00 0.073938646
## INFO [12:39:21.879] [bbotk] 33.05000 30.48000 47 NA 937 0.10 0.103430834
## INFO [12:39:21.879] [bbotk] 33.05000 30.48000 47 NA 938 0.10 0.015159221
## INFO [12:39:21.879] [bbotk] 27.00362 30.43612 47 NA 939 0.30 0.030687199
## INFO [12:39:21.879] [bbotk] 33.05000 30.48000 47 NA 940 0.10 0.077381073
## INFO [12:39:21.879] [bbotk] no_changed dist_train
## INFO [12:39:21.879] [bbotk] 4 0.1546494
## INFO [12:39:21.879] [bbotk] 4 0.2226533
## INFO [12:39:21.879] [bbotk] 1 0.1500290
## INFO [12:39:21.879] [bbotk] 1 0.1500290
## INFO [12:39:21.879] [bbotk] 8 0.2338545
## INFO [12:39:21.879] [bbotk] 1 0.1703037
## INFO [12:39:21.879] [bbotk] 3 0.1631292
## INFO [12:39:21.879] [bbotk] 4 0.1742673
## INFO [12:39:21.879] [bbotk] 3 0.1521350
## INFO [12:39:21.879] [bbotk] 5 0.1700648
## INFO [12:39:21.879] [bbotk] 6 0.2566081
## INFO [12:39:21.879] [bbotk] 2 0.1533449
## INFO [12:39:21.879] [bbotk] 2 0.1721425
## INFO [12:39:21.879] [bbotk] 4 0.2570225
## INFO [12:39:21.879] [bbotk] 2 0.1404368
## INFO [12:39:21.879] [bbotk] 4 0.1890186
## INFO [12:39:21.879] [bbotk] 3 0.1993464
## INFO [12:39:21.879] [bbotk] 3 0.1501974
## INFO [12:39:21.879] [bbotk] 3 0.1609216
## INFO [12:39:21.879] [bbotk] 4 0.2217596
## INFO [12:39:22.043] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:22.205] [bbotk] Result of batch 48:
## INFO [12:39:22.210] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:22.210] [bbotk] 1 3 976.7310 0.7727875 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 912.6145 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 885.9958 0.7202118 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 886.0000 0.7392334 129.1600 33.72926
## INFO [12:39:22.210] [bbotk] 7 0 906.8968 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 903.5941 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 864.8709 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 1007.7178 0.7417335 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 901.3415 0.6606824 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 10 8 960.6560 0.7155470 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 908.3657 0.6905773 129.1600 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 886.0000 0.7200000 652.2415 32.29000
## INFO [12:39:22.210] [bbotk] 1 8 886.0000 0.7200000 130.2343 32.15106
## INFO [12:39:22.210] [bbotk] 1 0 886.0000 0.7200000 493.8643 23.99024
## INFO [12:39:22.210] [bbotk] 3 4 886.0000 0.7200000 129.1600 24.45088
## INFO [12:39:22.210] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:22.210] [bbotk] 32.81500 29.02430 28.57684 48 NA 941 0.15
## INFO [12:39:22.210] [bbotk] 32.82954 30.01922 30.48000 48 NA 942 0.10
## INFO [12:39:22.210] [bbotk] 32.50767 33.05000 29.53596 48 NA 943 0.00
## INFO [12:39:22.210] [bbotk] 32.81500 33.05000 30.48000 48 NA 944 0.10
## INFO [12:39:22.210] [bbotk] 32.81500 33.05000 28.90201 48 NA 945 0.20
## INFO [12:39:22.210] [bbotk] 28.93645 22.20325 29.02975 48 NA 946 0.15
## INFO [12:39:22.210] [bbotk] 32.81500 22.56910 25.57245 48 NA 947 0.10
## INFO [12:39:22.210] [bbotk] 32.81500 33.05000 29.53374 48 NA 948 0.10
## INFO [12:39:22.210] [bbotk] 32.81500 33.05000 28.61082 48 NA 949 0.20
## INFO [12:39:22.210] [bbotk] 32.81500 33.05000 29.53374 48 NA 950 0.00
## INFO [12:39:22.210] [bbotk] 31.28904 33.05000 30.48000 48 NA 951 0.10
## INFO [12:39:22.210] [bbotk] 32.81500 33.05000 30.48000 48 NA 952 0.05
## INFO [12:39:22.210] [bbotk] 24.91785 33.05000 32.21477 48 NA 953 0.10
## INFO [12:39:22.210] [bbotk] 32.81500 33.05000 29.63120 48 NA 954 0.00
## INFO [12:39:22.210] [bbotk] 32.81500 30.95111 31.30835 48 NA 955 0.15
## INFO [12:39:22.210] [bbotk] 32.81500 30.95111 30.48000 48 NA 956 0.05
## INFO [12:39:22.210] [bbotk] 30.16714 27.50978 30.48000 48 NA 957 0.15
## INFO [12:39:22.210] [bbotk] 28.65571 33.05000 31.04630 48 NA 958 0.10
## INFO [12:39:22.210] [bbotk] 32.81500 22.78053 30.48000 48 NA 959 0.20
## INFO [12:39:22.210] [bbotk] 32.81500 33.05000 25.83429 48 NA 960 0.10
## INFO [12:39:22.210] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:22.210] [bbotk] 0.121719528 5 0.2050191
## INFO [12:39:22.210] [bbotk] 0.018930299 3 0.1507003
## INFO [12:39:22.210] [bbotk] 0.005978190 4 0.1527175
## INFO [12:39:22.210] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:22.210] [bbotk] 0.066763887 2 0.1547489
## INFO [12:39:22.210] [bbotk] 0.065172330 5 0.1782538
## INFO [12:39:22.210] [bbotk] 0.182401435 5 0.2625195
## INFO [12:39:22.210] [bbotk] 0.004761529 1 0.1515700
## INFO [12:39:22.210] [bbotk] 0.009405602 1 0.1562141
## INFO [12:39:22.210] [bbotk] 0.010996142 2 0.1533449
## INFO [12:39:22.210] [bbotk] 0.013404390 2 0.1634333
## INFO [12:39:22.210] [bbotk] 0.058823529 1 0.1384919
## INFO [12:39:22.210] [bbotk] 0.086034427 4 0.2019061
## INFO [12:39:22.210] [bbotk] 0.019399896 3 0.1449411
## INFO [12:39:22.210] [bbotk] 0.096713794 5 0.2210070
## INFO [12:39:22.210] [bbotk] 0.019272543 3 0.1450685
## INFO [12:39:22.210] [bbotk] 0.059895944 3 0.1899933
## INFO [12:39:22.210] [bbotk] 0.019613568 4 0.1598604
## INFO [12:39:22.210] [bbotk] 0.147397258 4 0.2383568
## INFO [12:39:22.210] [bbotk] 0.173146997 4 0.2013286
## INFO [12:39:22.388] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:22.516] [bbotk] Result of batch 49:
## INFO [12:39:22.521] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:22.521] [bbotk] 1 5 949.3251 0.7200000 129.16000 32.29000 22.04060
## INFO [12:39:22.521] [bbotk] 1 8 906.8918 0.7200000 583.72410 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 1 8 910.7345 0.7200000 623.14870 32.29000 29.46930
## INFO [12:39:22.521] [bbotk] 1 8 891.0817 0.7161956 806.03599 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 5 8 886.0000 0.6885319 129.16000 26.66466 32.50767
## INFO [12:39:22.521] [bbotk] 1 4 909.2078 0.6935079 129.16000 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 1 8 909.7765 0.7599975 129.16000 32.29000 32.50767
## INFO [12:39:22.521] [bbotk] 1 8 886.0000 0.7153100 129.16000 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 1 8 886.0000 0.7585809 129.16000 32.29000 25.88154
## INFO [12:39:22.521] [bbotk] 1 8 908.5010 0.7200000 91.11448 23.68183 26.84359
## INFO [12:39:22.521] [bbotk] 1 8 902.1418 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 1 8 886.0000 0.6930592 130.28899 29.67617 25.24253
## INFO [12:39:22.521] [bbotk] 1 8 908.3657 0.6905773 129.16000 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 1 8 886.0000 0.7142585 129.16000 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 1 8 901.3415 0.6606824 129.16000 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 1 8 886.0000 0.7200000 924.14734 32.29000 32.32616
## INFO [12:39:22.521] [bbotk] 1 4 914.0050 0.7200000 129.16000 33.08204 32.81500
## INFO [12:39:22.521] [bbotk] 1 2 993.0178 0.7200000 129.16000 32.29000 30.53391
## INFO [12:39:22.521] [bbotk] 1 8 881.9036 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:22.521] [bbotk] 1 8 994.1669 0.6956303 129.16000 28.72629 32.81500
## INFO [12:39:22.521] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:22.521] [bbotk] 22.46580 28.46963 49 NA 961 0.00 0.166135127
## INFO [12:39:22.521] [bbotk] 36.47014 29.65836 49 NA 962 0.00 0.050321051
## INFO [12:39:22.521] [bbotk] 33.05000 31.46047 49 NA 963 0.05 0.057238854
## INFO [12:39:22.521] [bbotk] 34.62918 30.58855 49 NA 964 0.10 0.049772417
## INFO [12:39:22.521] [bbotk] 33.05000 29.53596 49 NA 965 0.00 0.092958813
## INFO [12:39:22.521] [bbotk] 33.05000 30.48000 49 NA 966 0.05 0.071376170
## INFO [12:39:22.521] [bbotk] 33.05000 31.99641 49 NA 967 0.15 0.023783160
## INFO [12:39:22.521] [bbotk] 33.05000 29.53374 49 NA 968 0.10 0.005527875
## INFO [12:39:22.521] [bbotk] 33.05000 30.48000 49 NA 969 0.15 0.033189384
## INFO [12:39:22.521] [bbotk] 23.90268 30.48000 49 NA 970 0.30 0.097256648
## INFO [12:39:22.521] [bbotk] 33.05000 21.51103 49 NA 971 0.05 0.050851420
## INFO [12:39:22.521] [bbotk] 38.49108 30.48000 49 NA 972 0.00 0.061498527
## INFO [12:39:22.521] [bbotk] 33.05000 30.48000 49 NA 973 0.05 0.012733134
## INFO [12:39:22.521] [bbotk] 33.05000 24.07548 49 NA 974 0.25 0.033165413
## INFO [12:39:22.521] [bbotk] 33.05000 29.63120 49 NA 975 0.00 0.019399896
## INFO [12:39:22.521] [bbotk] 27.75482 25.71501 49 NA 976 0.05 0.091562787
## INFO [12:39:22.521] [bbotk] 33.05000 28.90201 49 NA 977 0.00 0.079933315
## INFO [12:39:22.521] [bbotk] 38.12909 29.64531 49 NA 978 0.00 0.125616231
## INFO [12:39:22.521] [bbotk] 31.00652 25.10739 49 NA 979 0.10 0.034853087
## INFO [12:39:22.521] [bbotk] 33.05000 30.48000 49 NA 980 0.10 0.056915150
## INFO [12:39:22.521] [bbotk] no_changed dist_train
## INFO [12:39:22.521] [bbotk] 5 0.2248796
## INFO [12:39:22.521] [bbotk] 4 0.1915868
## INFO [12:39:22.521] [bbotk] 4 0.1810946
## INFO [12:39:22.521] [bbotk] 5 0.1981347
## INFO [12:39:22.521] [bbotk] 5 0.2151758
## INFO [12:39:22.521] [bbotk] 3 0.1313288
## INFO [12:39:22.521] [bbotk] 4 0.1688900
## INFO [12:39:22.521] [bbotk] 2 0.1523364
## INFO [12:39:22.521] [bbotk] 2 0.1745749
## INFO [12:39:22.521] [bbotk] 5 0.1843220
## INFO [12:39:22.521] [bbotk] 2 0.1874490
## INFO [12:39:22.521] [bbotk] 5 0.1741237
## INFO [12:39:22.521] [bbotk] 2 0.1516079
## INFO [12:39:22.521] [bbotk] 2 0.1793266
## INFO [12:39:22.521] [bbotk] 3 0.1449411
## INFO [12:39:22.521] [bbotk] 4 0.2221004
## INFO [12:39:22.521] [bbotk] 4 0.1315863
## INFO [12:39:22.521] [bbotk] 5 0.1977965
## INFO [12:39:22.521] [bbotk] 3 0.1701571
## INFO [12:39:22.521] [bbotk] 3 0.1678223
## INFO [12:39:22.715] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:22.845] [bbotk] Result of batch 50:
## INFO [12:39:22.850] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:22.850] [bbotk] 1 8 906.9228 0.7200000 129.1600 29.79605 32.81500
## INFO [12:39:22.850] [bbotk] 1 8 886.0000 0.7200000 189.7642 32.29000 32.81500
## INFO [12:39:22.850] [bbotk] 1 8 886.0000 0.6952936 129.1600 32.29000 32.81500
## INFO [12:39:22.850] [bbotk] 11 8 886.0000 0.7296768 129.1600 32.29000 21.49389
## INFO [12:39:22.850] [bbotk] 12 8 914.0050 0.7200000 462.1706 32.29000 32.81500
## INFO [12:39:22.850] [bbotk] 1 8 903.5941 0.7184404 129.1600 32.29000 22.32541
## INFO [12:39:22.850] [bbotk] 1 8 892.2279 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:22.850] [bbotk] 1 2 886.0000 0.7200000 173.8900 32.62337 32.86159
## INFO [12:39:22.850] [bbotk] 1 8 901.3415 0.6606824 129.1600 32.29000 32.81500
## INFO [12:39:22.850] [bbotk] 11 8 903.5941 0.7200000 129.1600 32.56610 32.81500
## INFO [12:39:22.850] [bbotk] 1 1 886.0000 0.7200000 129.1600 26.83154 23.69269
## INFO [12:39:22.850] [bbotk] 1 8 952.3007 0.6693250 129.1600 27.21483 32.81500
## INFO [12:39:22.850] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.32616
## INFO [12:39:22.850] [bbotk] 1 3 886.0000 0.7527215 129.1600 33.31380 32.81500
## INFO [12:39:22.850] [bbotk] 11 8 886.0000 0.7065494 798.8688 32.29000 32.81500
## INFO [12:39:22.850] [bbotk] 1 8 886.0000 0.7232182 120.2540 24.21957 32.81500
## INFO [12:39:22.850] [bbotk] 1 8 885.9958 0.7202118 524.6332 23.09831 32.50767
## INFO [12:39:22.850] [bbotk] 1 8 997.0206 0.7200000 129.1600 32.29000 24.04351
## INFO [12:39:22.850] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:22.850] [bbotk] 1 4 886.0000 0.7200000 901.0623 28.62647 32.81500
## INFO [12:39:22.850] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:22.850] [bbotk] 33.05000 28.61082 50 NA 981 0.00 0.027039418
## INFO [12:39:22.850] [bbotk] 33.05000 30.48000 50 NA 982 0.10 0.003750054
## INFO [12:39:22.850] [bbotk] 33.05000 29.41846 50 NA 983 0.10 0.009378608
## INFO [12:39:22.850] [bbotk] 33.05000 30.48000 50 NA 984 0.10 0.104303694
## INFO [12:39:22.850] [bbotk] 33.05000 22.07291 50 NA 985 0.10 0.131657428
## INFO [12:39:22.850] [bbotk] 33.05000 29.53374 50 NA 986 0.00 0.051925649
## INFO [12:39:22.850] [bbotk] 33.05000 30.48000 50 NA 987 0.10 0.002206896
## INFO [12:39:22.850] [bbotk] 33.05000 23.26371 50 NA 988 0.25 0.099450104
## INFO [12:39:22.850] [bbotk] 33.05000 29.63120 50 NA 989 0.00 0.019399896
## INFO [12:39:22.850] [bbotk] 31.71049 30.48000 50 NA 990 0.10 0.070362981
## INFO [12:39:22.850] [bbotk] 33.05000 30.03864 50 NA 991 0.05 0.118784841
## INFO [12:39:22.850] [bbotk] 22.32032 30.48000 50 NA 992 0.35 0.086001331
## INFO [12:39:22.850] [bbotk] 33.05000 23.34115 50 NA 993 0.20 0.037817908
## INFO [12:39:22.850] [bbotk] 39.19808 28.90201 50 NA 994 0.15 0.095461126
## INFO [12:39:22.850] [bbotk] 33.05000 27.51757 50 NA 995 0.15 0.117368290
## INFO [12:39:22.850] [bbotk] 33.05000 29.43325 50 NA 996 0.15 0.039414940
## INFO [12:39:22.850] [bbotk] 33.05000 21.57325 50 NA 997 0.20 0.108182644
## INFO [12:39:22.850] [bbotk] 30.95111 28.49535 50 NA 998 0.00 0.089879685
## INFO [12:39:22.850] [bbotk] 33.05000 30.48000 50 NA 999 0.00 0.058823529
## INFO [12:39:22.850] [bbotk] 26.79086 25.73210 50 NA 1000 0.10 0.164991990
## INFO [12:39:22.850] [bbotk] no_changed dist_train
## INFO [12:39:22.850] [bbotk] 3 0.1402924
## INFO [12:39:22.850] [bbotk] 1 0.1537790
## INFO [12:39:22.850] [bbotk] 2 0.1549624
## INFO [12:39:22.850] [bbotk] 3 0.2456892
## INFO [12:39:22.850] [bbotk] 4 0.2598473
## INFO [12:39:22.850] [bbotk] 4 0.1708092
## INFO [12:39:22.850] [bbotk] 1 0.1508184
## INFO [12:39:22.850] [bbotk] 5 0.1870737
## INFO [12:39:22.850] [bbotk] 3 0.1449411
## INFO [12:39:22.850] [bbotk] 4 0.2138879
## INFO [12:39:22.850] [bbotk] 4 0.1477004
## INFO [12:39:22.850] [bbotk] 4 0.1746031
## INFO [12:39:22.850] [bbotk] 2 0.1820644
## INFO [12:39:22.850] [bbotk] 5 0.1799289
## INFO [12:39:22.850] [bbotk] 4 0.2610102
## INFO [12:39:22.850] [bbotk] 4 0.1721633
## INFO [12:39:22.850] [bbotk] 6 0.2338806
## INFO [12:39:22.850] [bbotk] 4 0.1763690
## INFO [12:39:22.850] [bbotk] 1 0.1500290
## INFO [12:39:22.850] [bbotk] 5 0.1746043
## INFO [12:39:23.047] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:23.173] [bbotk] Result of batch 51:
## INFO [12:39:23.178] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:23.178] [bbotk] 1 8 912.5893 0.7200000 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 1 902.0834 0.7155151 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 2 8 886.8216 0.7200000 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 3 906.2229 0.7201236 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 7 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 1 991.4639 0.7200000 230.6084 25.44690
## INFO [12:39:23.178] [bbotk] 7 4 886.0000 0.7176020 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 8 886.0000 0.6930592 129.1600 21.87573
## INFO [12:39:23.178] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 9 886.0000 0.7527482 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 8 885.7929 0.7200000 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 8 906.9228 0.7200000 129.1600 29.79605
## INFO [12:39:23.178] [bbotk] 1 8 885.9958 0.7202118 54.3431 29.24948
## INFO [12:39:23.178] [bbotk] 1 2 902.1418 0.7200000 718.6240 24.04737
## INFO [12:39:23.178] [bbotk] 1 8 1001.8264 0.7200000 197.8378 32.29000
## INFO [12:39:23.178] [bbotk] 1 8 886.0000 0.7233539 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] 1 8 885.9958 0.7202118 129.1600 32.29000
## INFO [12:39:23.178] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 28.40935 51 NA 1001 0.05
## INFO [12:39:23.178] [bbotk] 35.95237 33.05000 22.89268 51 NA 1002 0.15
## INFO [12:39:23.178] [bbotk] 32.81500 35.82964 29.63477 51 NA 1003 0.05
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 30.48000 51 NA 1004 0.10
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 28.75976 51 NA 1005 0.20
## INFO [12:39:23.178] [bbotk] 32.81500 31.31487 30.48000 51 NA 1006 0.05
## INFO [12:39:23.178] [bbotk] 33.08757 33.05000 28.25525 51 NA 1007 0.10
## INFO [12:39:23.178] [bbotk] 35.84167 33.05000 30.48000 51 NA 1008 0.25
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 30.60159 51 NA 1009 0.10
## INFO [12:39:23.178] [bbotk] 32.32616 33.05000 30.48000 51 NA 1010 0.00
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 30.48000 51 NA 1011 0.10
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 30.48000 51 NA 1012 0.15
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 30.48000 51 NA 1013 0.10
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 29.53374 51 NA 1014 0.10
## INFO [12:39:23.178] [bbotk] 32.81500 34.35092 28.61082 51 NA 1015 0.00
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 32.50242 51 NA 1016 0.25
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 22.29635 51 NA 1017 0.15
## INFO [12:39:23.178] [bbotk] 32.81500 33.05000 28.80753 51 NA 1018 0.05
## INFO [12:39:23.178] [bbotk] 25.68082 33.05000 29.53374 51 NA 1019 0.05
## INFO [12:39:23.178] [bbotk] 32.50767 33.05000 29.53596 51 NA 1020 0.00
## INFO [12:39:23.178] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:23.178] [bbotk] 1.984155e-02 2 0.1490348
## INFO [12:39:23.178] [bbotk] 1.091681e-01 3 0.1638418
## INFO [12:39:23.178] [bbotk] 7.816921e-02 5 0.1056640
## INFO [12:39:23.178] [bbotk] 0.000000e+00 0 0.1500290
## INFO [12:39:23.178] [bbotk] 6.777086e-02 3 0.2139971
## INFO [12:39:23.178] [bbotk] 7.141594e-02 4 0.1611636
## INFO [12:39:23.178] [bbotk] 1.298988e-01 4 0.2172634
## INFO [12:39:23.178] [bbotk] 1.422507e-01 5 0.1723489
## INFO [12:39:23.178] [bbotk] 1.186507e-01 4 0.1963117
## INFO [12:39:23.178] [bbotk] 4.897293e-02 3 0.1807626
## INFO [12:39:23.178] [bbotk] 0.000000e+00 0 0.1500290
## INFO [12:39:23.178] [bbotk] 6.417455e-02 2 0.1521120
## INFO [12:39:23.178] [bbotk] 7.340443e-05 1 0.1501024
## INFO [12:39:23.178] [bbotk] 4.761529e-03 1 0.1515700
## INFO [12:39:23.178] [bbotk] 3.109263e-02 4 0.1443456
## INFO [12:39:23.178] [bbotk] 2.730169e-02 5 0.1630918
## INFO [12:39:23.178] [bbotk] 1.759744e-01 5 0.2504040
## INFO [12:39:23.178] [bbotk] 5.370950e-02 3 0.1762332
## INFO [12:39:23.178] [bbotk] 3.297321e-02 3 0.1648357
## INFO [12:39:23.178] [bbotk] 5.978190e-03 4 0.1527175
## INFO [12:39:23.377] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:23.516] [bbotk] Result of batch 52:
## INFO [12:39:23.521] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:23.521] [bbotk] 1 8 907.3459 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] 1 8 906.8968 0.7200000 667.5738 31.76547 35.72707
## INFO [12:39:23.521] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] 6 8 943.9723 0.7200000 861.5901 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] 1 8 912.0993 0.7200000 938.1313 32.58509 32.81500
## INFO [12:39:23.521] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000 26.23582
## INFO [12:39:23.521] [bbotk] 1 8 886.0000 0.7329890 129.1600 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] 4 8 901.3415 0.7200000 129.1600 32.29000 23.05125
## INFO [12:39:23.521] [bbotk] 2 8 965.5566 0.7187494 129.1600 29.57562 34.82138
## INFO [12:39:23.521] [bbotk] 1 8 882.0767 0.6930177 221.2668 34.79019 27.77170
## INFO [12:39:23.521] [bbotk] 1 8 886.0000 0.7202118 129.1600 32.29000 32.50767
## INFO [12:39:23.521] [bbotk] 1 8 908.3657 0.7200000 129.1600 31.63049 25.65589
## INFO [12:39:23.521] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] 6 8 903.5941 0.7200000 129.1600 32.29000 32.99497
## INFO [12:39:23.521] [bbotk] 1 8 886.0000 0.7200000 469.1673 35.13020 32.81500
## INFO [12:39:23.521] [bbotk] 4 8 903.5941 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] 1 9 886.0000 0.6407034 129.1600 26.21848 32.81500
## INFO [12:39:23.521] [bbotk] 1 8 886.0000 0.7156119 129.1600 32.29000 32.81500
## INFO [12:39:23.521] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1021 0.05 0.007564113
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1022 0.00 0.058823529
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1023 0.15 0.054162125
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1024 0.10 0.000000000
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1025 0.05 0.124687679
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1026 0.10 0.060515090
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1027 0.00 0.058823529
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1028 0.10 0.084335102
## INFO [12:39:23.521] [bbotk] 33.05000 29.53596 52 NA 1029 0.10 0.006872764
## INFO [12:39:23.521] [bbotk] 33.05000 29.63120 52 NA 1030 0.00 0.106391152
## INFO [12:39:23.521] [bbotk] 33.05000 29.87393 52 NA 1031 0.25 0.109172068
## INFO [12:39:23.521] [bbotk] 37.84268 32.73548 52 NA 1032 0.00 0.067581552
## INFO [12:39:23.521] [bbotk] 33.05000 29.53596 52 NA 1033 0.00 0.005976695
## INFO [12:39:23.521] [bbotk] 30.95111 28.49535 52 NA 1034 0.00 0.054914430
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1035 0.05 0.007414174
## INFO [12:39:23.521] [bbotk] 33.05000 29.53374 52 NA 1036 0.00 0.070517523
## INFO [12:39:23.521] [bbotk] 30.02714 30.48000 52 NA 1037 0.05 0.042095591
## INFO [12:39:23.521] [bbotk] 33.05000 30.48000 52 NA 1038 0.05 0.065058143
## INFO [12:39:23.521] [bbotk] 33.05000 22.68020 52 NA 1039 0.25 0.135908391
## INFO [12:39:23.521] [bbotk] 25.79716 24.48529 52 NA 1040 0.30 0.053479450
## INFO [12:39:23.521] [bbotk] no_changed dist_train
## INFO [12:39:23.521] [bbotk] 1 0.1561756
## INFO [12:39:23.521] [bbotk] 1 0.1500290
## INFO [12:39:23.521] [bbotk] 4 0.1993945
## INFO [12:39:23.521] [bbotk] 0 0.1500290
## INFO [12:39:23.521] [bbotk] 3 0.2635149
## INFO [12:39:23.521] [bbotk] 3 0.2063591
## INFO [12:39:23.521] [bbotk] 1 0.1500290
## INFO [12:39:23.521] [bbotk] 2 0.2257206
## INFO [12:39:23.521] [bbotk] 2 0.1504133
## INFO [12:39:23.521] [bbotk] 4 0.2283617
## INFO [12:39:23.521] [bbotk] 6 0.2215350
## INFO [12:39:23.521] [bbotk] 7 0.1856985
## INFO [12:39:23.521] [bbotk] 3 0.1527160
## INFO [12:39:23.521] [bbotk] 5 0.1456616
## INFO [12:39:23.521] [bbotk] 1 0.1560257
## INFO [12:39:23.521] [bbotk] 4 0.2128663
## INFO [12:39:23.521] [bbotk] 3 0.1921245
## INFO [12:39:23.521] [bbotk] 2 0.2136697
## INFO [12:39:23.521] [bbotk] 4 0.2000377
## INFO [12:39:23.521] [bbotk] 3 0.1863741
## INFO [12:39:23.706] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:23.833] [bbotk] Result of batch 53:
## INFO [12:39:23.839] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:23.839] [bbotk] 1 8 893.4227 0.7201782 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 1 8 932.4446 0.7200000 767.7758 32.29000 29.44068
## INFO [12:39:23.839] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000 28.86590
## INFO [12:39:23.839] [bbotk] 1 8 886.0000 0.7200000 542.8657 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 29.86192
## INFO [12:39:23.839] [bbotk] 1 8 891.9918 0.6930592 129.1600 32.29000 32.32616
## INFO [12:39:23.839] [bbotk] 1 8 886.2424 0.7200000 129.1600 32.29000 26.26204
## INFO [12:39:23.839] [bbotk] 1 1 886.0000 0.7199886 601.5936 32.29000 31.16236
## INFO [12:39:23.839] [bbotk] 1 1 992.8391 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 6 8 975.8927 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 4 0 901.3415 0.6606824 129.1600 23.56554 32.92427
## INFO [12:39:23.839] [bbotk] 9 8 876.0840 0.7200000 129.1600 30.11803 32.81500
## INFO [12:39:23.839] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 8 4 886.0000 0.7269457 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.13050 32.81500
## INFO [12:39:23.839] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 1 8 914.0050 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:23.839] [bbotk] 1 7 886.0000 0.7200000 129.1600 24.23497 32.81500
## INFO [12:39:23.839] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:23.839] [bbotk] 33.05000 30.48000 53 NA 1041 0.10 0.002659398
## INFO [12:39:23.839] [bbotk] 33.05000 26.24447 53 NA 1042 0.00 0.090371475
## INFO [12:39:23.839] [bbotk] 32.60192 30.48000 53 NA 1043 0.15 0.075532721
## INFO [12:39:23.839] [bbotk] 33.05000 30.48000 53 NA 1044 0.05 0.025599205
## INFO [12:39:23.839] [bbotk] 30.95111 30.48000 53 NA 1045 0.05 0.017990337
## INFO [12:39:23.839] [bbotk] 33.05000 27.34071 53 NA 1046 0.15 0.024217661
## INFO [12:39:23.839] [bbotk] 26.53875 30.48000 53 NA 1047 0.25 0.045782609
## INFO [12:39:23.839] [bbotk] 32.48363 30.48000 53 NA 1048 0.10 0.096231469
## INFO [12:39:23.839] [bbotk] 34.62154 28.85239 53 NA 1049 0.05 0.109769299
## INFO [12:39:23.839] [bbotk] 33.05000 27.26500 53 NA 1050 0.05 0.106855529
## INFO [12:39:23.839] [bbotk] 33.05000 30.10633 53 NA 1051 0.10 0.170830719
## INFO [12:39:23.839] [bbotk] 33.05000 31.15524 53 NA 1052 0.15 0.074635342
## INFO [12:39:23.839] [bbotk] 33.05000 31.26759 53 NA 1053 0.15 0.003963106
## INFO [12:39:23.839] [bbotk] 30.95111 30.48000 53 NA 1054 0.10 0.006539409
## INFO [12:39:23.839] [bbotk] 32.67163 29.63451 53 NA 1055 0.05 0.124215288
## INFO [12:39:23.839] [bbotk] 33.05000 25.49318 53 NA 1056 0.15 0.025093465
## INFO [12:39:23.839] [bbotk] 38.00867 30.48000 53 NA 1057 0.10 0.022991439
## INFO [12:39:23.839] [bbotk] 33.05000 30.48000 53 NA 1058 0.10 0.000000000
## INFO [12:39:23.839] [bbotk] 33.05000 28.90201 53 NA 1059 0.05 0.017864186
## INFO [12:39:23.839] [bbotk] 30.22129 30.48000 53 NA 1060 0.05 0.100644496
## INFO [12:39:23.839] [bbotk] no_changed dist_train
## INFO [12:39:23.839] [bbotk] 2 0.1512127
## INFO [12:39:23.839] [bbotk] 4 0.1899396
## INFO [12:39:23.839] [bbotk] 3 0.1667382
## INFO [12:39:23.839] [bbotk] 1 0.1756282
## INFO [12:39:23.839] [bbotk] 2 0.1463507
## INFO [12:39:23.839] [bbotk] 4 0.1554134
## INFO [12:39:23.839] [bbotk] 3 0.1732875
## INFO [12:39:23.839] [bbotk] 5 0.1286134
## INFO [12:39:23.839] [bbotk] 4 0.1372641
## INFO [12:39:23.839] [bbotk] 3 0.2293792
## INFO [12:39:23.839] [bbotk] 7 0.2565254
## INFO [12:39:23.839] [bbotk] 4 0.2211759
## INFO [12:39:23.839] [bbotk] 1 0.1539921
## INFO [12:39:23.839] [bbotk] 1 0.1565684
## INFO [12:39:23.839] [bbotk] 5 0.2007301
## INFO [12:39:23.839] [bbotk] 1 0.1719020
## INFO [12:39:23.839] [bbotk] 2 0.1590799
## INFO [12:39:23.839] [bbotk] 0 0.1500290
## INFO [12:39:23.839] [bbotk] 2 0.1464769
## INFO [12:39:23.839] [bbotk] 3 0.1916041
## INFO [12:39:24.024] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:24.151] [bbotk] Result of batch 54:
## INFO [12:39:24.157] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.6653409 129.1600 28.00100 32.81500
## INFO [12:39:24.157] [bbotk] 11 9 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 0 886.0000 0.7200000 333.8788 32.29000 32.50767
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.6905773 129.1600 32.68270 23.38933
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.7200000 729.3293 32.29000 24.87743
## INFO [12:39:24.157] [bbotk] 5 4 886.0000 0.7414208 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.6606824 509.4888 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.7200000 112.4703 27.20790 30.02449
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 3 914.0050 0.7200000 129.1600 33.08204 22.75932
## INFO [12:39:24.157] [bbotk] 1 8 906.8968 0.7209724 635.0734 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 30.53391
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.7200000 828.1354 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 8 901.3415 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] 1 8 886.0000 0.7200000 457.9237 32.29000 32.81500
## INFO [12:39:24.157] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:24.157] [bbotk] 33.05000 30.48000 54 NA 1061 0.10 0.026506576
## INFO [12:39:24.157] [bbotk] 22.15490 30.48000 54 NA 1062 0.25 0.151592399
## INFO [12:39:24.157] [bbotk] 33.05000 30.48000 54 NA 1063 0.05 0.072682791
## INFO [12:39:24.157] [bbotk] 30.95111 28.49535 54 NA 1064 0.05 0.059492095
## INFO [12:39:24.157] [bbotk] 33.05000 30.48000 54 NA 1065 0.05 0.004402098
## INFO [12:39:24.157] [bbotk] 33.05000 30.48000 54 NA 1066 0.00 0.058823529
## INFO [12:39:24.157] [bbotk] 33.05000 28.72476 54 NA 1067 0.10 0.076748353
## INFO [12:39:24.157] [bbotk] 30.95111 32.81159 54 NA 1068 0.15 0.139419069
## INFO [12:39:24.157] [bbotk] 33.05000 30.48000 54 NA 1069 0.10 0.000000000
## INFO [12:39:24.157] [bbotk] 30.83015 28.21771 54 NA 1070 0.05 0.051526344
## INFO [12:39:24.157] [bbotk] 33.05000 31.55438 54 NA 1071 0.15 0.038084767
## INFO [12:39:24.157] [bbotk] 33.05000 30.48000 54 NA 1072 0.10 0.000000000
## INFO [12:39:24.157] [bbotk] 35.59472 27.91307 54 NA 1073 0.20 0.020845117
## INFO [12:39:24.157] [bbotk] 33.05000 26.98465 54 NA 1074 0.20 0.017588460
## INFO [12:39:24.157] [bbotk] 33.05000 28.90201 54 NA 1075 0.00 0.118925429
## INFO [12:39:24.157] [bbotk] 33.05000 29.67850 54 NA 1076 0.00 0.042901777
## INFO [12:39:24.157] [bbotk] 33.05000 29.67364 54 NA 1077 0.00 0.071726303
## INFO [12:39:24.157] [bbotk] 33.05000 30.48000 54 NA 1078 0.05 0.043251071
## INFO [12:39:24.157] [bbotk] 33.05000 29.63120 54 NA 1079 0.00 0.009707484
## INFO [12:39:24.157] [bbotk] 33.05000 26.18992 54 NA 1080 0.15 0.041930662
## INFO [12:39:24.157] [bbotk] no_changed dist_train
## INFO [12:39:24.157] [bbotk] 2 0.1530290
## INFO [12:39:24.157] [bbotk] 3 0.2427978
## INFO [12:39:24.157] [bbotk] 3 0.1638882
## INFO [12:39:24.157] [bbotk] 5 0.1618800
## INFO [12:39:24.157] [bbotk] 1 0.1544311
## INFO [12:39:24.157] [bbotk] 1 0.1500290
## INFO [12:39:24.157] [bbotk] 3 0.2018303
## INFO [12:39:24.157] [bbotk] 5 0.2015762
## INFO [12:39:24.157] [bbotk] 0 0.1500290
## INFO [12:39:24.157] [bbotk] 4 0.1664702
## INFO [12:39:24.157] [bbotk] 4 0.1587632
## INFO [12:39:24.157] [bbotk] 0 0.1500290
## INFO [12:39:24.157] [bbotk] 2 0.1674044
## INFO [12:39:24.157] [bbotk] 1 0.1643970
## INFO [12:39:24.157] [bbotk] 5 0.2034219
## INFO [12:39:24.157] [bbotk] 4 0.1843667
## INFO [12:39:24.157] [bbotk] 3 0.1597113
## INFO [12:39:24.157] [bbotk] 1 0.1932800
## INFO [12:39:24.157] [bbotk] 2 0.1546336
## INFO [12:39:24.157] [bbotk] 2 0.1887392
## INFO [12:39:24.390] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:24.592] [bbotk] Result of batch 55:
## INFO [12:39:24.597] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:24.597] [bbotk] 1 8 885.7929 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 901.3415 0.6606824 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 886.0000 0.7302010 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 901.3963 0.6369942 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 886.0000 0.7200000 847.1822 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 909.2078 0.6935079 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 4 948.4420 0.7200000 548.0535 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 3 9 886.0000 0.7200000 129.1600 29.79605
## INFO [12:39:24.597] [bbotk] 10 8 886.0000 0.7200000 275.0243 33.11481
## INFO [12:39:24.597] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 6 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 9 5 886.0000 0.7227213 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 3 1015.1740 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.597] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 30.48000 55 NA 1081 0.10
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 29.63120 55 NA 1082 0.00
## INFO [12:39:24.597] [bbotk] 32.81500 30.98023 28.61082 55 NA 1083 0.10
## INFO [12:39:24.597] [bbotk] 22.61933 26.55851 28.60761 55 NA 1084 0.15
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 29.62771 55 NA 1085 0.10
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 30.48000 55 NA 1086 0.10
## INFO [12:39:24.597] [bbotk] 32.81500 31.08546 25.37797 55 NA 1087 0.10
## INFO [12:39:24.597] [bbotk] 23.92334 27.45808 26.49041 55 NA 1088 0.15
## INFO [12:39:24.597] [bbotk] 29.56980 33.05000 23.00966 55 NA 1089 0.25
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 25.83429 55 NA 1090 0.00
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 26.75997 55 NA 1091 0.00
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 28.79095 55 NA 1092 0.20
## INFO [12:39:24.597] [bbotk] 32.81500 26.66464 27.99058 55 NA 1093 0.25
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 25.64253 55 NA 1094 0.15
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 29.67850 55 NA 1095 0.00
## INFO [12:39:24.597] [bbotk] 27.09522 36.48292 29.63120 55 NA 1096 0.00
## INFO [12:39:24.597] [bbotk] 32.81500 30.95111 28.49535 55 NA 1097 0.00
## INFO [12:39:24.597] [bbotk] 32.50767 33.05000 30.48000 55 NA 1098 0.05
## INFO [12:39:24.597] [bbotk] 25.21359 33.05000 24.04119 55 NA 1099 0.10
## INFO [12:39:24.597] [bbotk] 32.81500 33.05000 30.48000 55 NA 1100 0.10
## INFO [12:39:24.597] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:24.597] [bbotk] 7.340443e-05 1 0.1501024
## INFO [12:39:24.597] [bbotk] 1.939990e-02 3 0.1449411
## INFO [12:39:24.597] [bbotk] 1.585430e-02 2 0.1509944
## INFO [12:39:24.597] [bbotk] 6.918194e-02 3 0.1805551
## INFO [12:39:24.597] [bbotk] 5.955505e-03 2 0.1494960
## INFO [12:39:24.597] [bbotk] 1.901886e-02 2 0.1453222
## INFO [12:39:24.597] [bbotk] 7.622367e-02 3 0.2120195
## INFO [12:39:24.597] [bbotk] 7.197644e-02 3 0.1833496
## INFO [12:39:24.597] [bbotk] 5.017406e-02 2 0.1752561
## INFO [12:39:24.597] [bbotk] 3.592963e-02 3 0.1588619
## INFO [12:39:24.597] [bbotk] 1.255896e-01 4 0.1575844
## INFO [12:39:24.597] [bbotk] 8.499223e-03 1 0.1553077
## INFO [12:39:24.597] [bbotk] 1.602879e-01 5 0.2424310
## INFO [12:39:24.597] [bbotk] 9.557110e-02 4 0.2423796
## INFO [12:39:24.597] [bbotk] 1.143808e-02 2 0.1529030
## INFO [12:39:24.597] [bbotk] 9.596959e-02 4 0.2288129
## INFO [12:39:24.597] [bbotk] 2.445157e-02 3 0.1435593
## INFO [12:39:24.597] [bbotk] 1.192834e-01 4 0.2095995
## INFO [12:39:24.597] [bbotk] 1.664726e-01 4 0.2313108
## INFO [12:39:24.597] [bbotk] 0.000000e+00 0 0.1500290
## INFO [12:39:24.771] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:24.916] [bbotk] Result of batch 56:
## INFO [12:39:24.921] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:24.921] [bbotk] 1 8 901.3415 0.6606824 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 886.0000 0.7200000 129.1600 33.08204
## INFO [12:39:24.921] [bbotk] 1 8 901.3415 0.7200000 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 4 1010.8223 0.6544239 129.1600 35.11107
## INFO [12:39:24.921] [bbotk] 4 5 886.0000 0.6894590 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 3 886.0000 0.7200000 129.1600 23.79101
## INFO [12:39:24.921] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 886.0000 0.6722905 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 886.0000 0.7207406 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 4 935.3002 0.7200000 129.1600 27.86997
## INFO [12:39:24.921] [bbotk] 1 8 906.4586 0.7289419 369.1418 33.87648
## INFO [12:39:24.921] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 1003.3509 0.7200000 242.7950 25.71829
## INFO [12:39:24.921] [bbotk] 1 8 900.6539 0.6584582 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 902.9916 0.7200000 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.39346
## INFO [12:39:24.921] [bbotk] 2 8 1018.2220 0.6905773 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000
## INFO [12:39:24.921] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 30.48000 56 NA 1101 0.10
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 28.90201 56 NA 1102 0.20
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 29.63120 56 NA 1103 0.00
## INFO [12:39:24.921] [bbotk] 33.23545 33.05000 30.48000 56 NA 1104 0.20
## INFO [12:39:24.921] [bbotk] 32.81500 33.22824 30.48000 56 NA 1105 0.10
## INFO [12:39:24.921] [bbotk] 32.81500 30.20079 32.50531 56 NA 1106 0.05
## INFO [12:39:24.921] [bbotk] 32.32616 33.05000 30.48000 56 NA 1107 0.00
## INFO [12:39:24.921] [bbotk] 32.81500 30.95111 28.49535 56 NA 1108 0.00
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 30.48000 56 NA 1109 0.10
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 30.48000 56 NA 1110 0.10
## INFO [12:39:24.921] [bbotk] 32.81500 39.15716 29.64428 56 NA 1111 0.00
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 30.48000 56 NA 1112 0.10
## INFO [12:39:24.921] [bbotk] 30.24301 33.05000 29.67389 56 NA 1113 0.00
## INFO [12:39:24.921] [bbotk] 32.97302 33.05000 30.48000 56 NA 1114 0.10
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 29.61311 56 NA 1115 0.00
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 30.48000 56 NA 1116 0.05
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 28.61082 56 NA 1117 0.20
## INFO [12:39:24.921] [bbotk] 32.09245 26.36817 30.48000 56 NA 1118 0.25
## INFO [12:39:24.921] [bbotk] 32.81500 33.05000 30.48000 56 NA 1119 0.05
## INFO [12:39:24.921] [bbotk] 32.81500 30.95111 28.49535 56 NA 1120 0.00
## INFO [12:39:24.921] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:24.921] [bbotk] 0.0151287890 2 0.1492123
## INFO [12:39:24.921] [bbotk] 0.0111859574 2 0.1579945
## INFO [12:39:24.921] [bbotk] 0.0097074839 2 0.1546336
## INFO [12:39:24.921] [bbotk] 0.1269609055 5 0.1387096
## INFO [12:39:24.921] [bbotk] 0.1231927676 4 0.2141489
## INFO [12:39:24.921] [bbotk] 0.1127188993 4 0.2036785
## INFO [12:39:24.921] [bbotk] 0.0062976337 2 0.1563266
## INFO [12:39:24.921] [bbotk] 0.0244515654 3 0.1435593
## INFO [12:39:24.921] [bbotk] 0.0077956730 1 0.1565454
## INFO [12:39:24.921] [bbotk] 0.0001210203 1 0.1499079
## INFO [12:39:24.921] [bbotk] 0.1176388787 5 0.1343265
## INFO [12:39:24.921] [bbotk] 0.0300613666 4 0.1757507
## INFO [12:39:24.921] [bbotk] 0.0140295367 2 0.1503115
## INFO [12:39:24.921] [bbotk] 0.0761579047 4 0.1950290
## INFO [12:39:24.921] [bbotk] 0.0196107588 3 0.1447303
## INFO [12:39:24.921] [bbotk] 0.0060211066 1 0.1546326
## INFO [12:39:24.921] [bbotk] 0.0094056019 1 0.1562141
## INFO [12:39:24.921] [bbotk] 0.0240439924 3 0.1690726
## INFO [12:39:24.921] [bbotk] 0.1104851622 3 0.2396971
## INFO [12:39:24.921] [bbotk] 0.0244515654 3 0.1435593
## INFO [12:39:25.098] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:25.227] [bbotk] Result of batch 57:
## INFO [12:39:25.232] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:25.232] [bbotk] 1 8 932.9425 0.7200000 129.1600 35.42048
## INFO [12:39:25.232] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] 1 8 886.0000 0.7200000 907.7741 32.29000
## INFO [12:39:25.232] [bbotk] 9 8 1002.8171 0.7200000 129.1600 30.39757
## INFO [12:39:25.232] [bbotk] 1 8 889.0959 0.7203844 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] 8 8 909.9570 0.7200000 126.0134 32.29000
## INFO [12:39:25.232] [bbotk] 1 8 886.0000 0.7527742 348.2297 29.11409
## INFO [12:39:25.232] [bbotk] 1 8 901.3786 0.7200000 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] 1 0 877.0295 0.7200000 129.1600 25.45574
## INFO [12:39:25.232] [bbotk] 1 9 882.0789 0.7200000 455.5234 30.42402
## INFO [12:39:25.232] [bbotk] 1 8 1000.4004 0.7051988 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] 1 2 1007.0410 0.6460327 433.8880 32.29000
## INFO [12:39:25.232] [bbotk] 1 8 886.0000 0.7097362 783.4870 32.29000
## INFO [12:39:25.232] [bbotk] 1 8 902.6185 0.7200000 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.79605
## INFO [12:39:25.232] [bbotk] 1 8 886.0000 0.7202291 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] 4 8 923.2046 0.7006835 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] 8 7 952.3602 0.7200000 482.7611 32.29000
## INFO [12:39:25.232] [bbotk] 1 8 901.8366 0.6573515 129.1600 32.29000
## INFO [12:39:25.232] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:25.232] [bbotk] 32.77120 33.05000 30.48000 57 NA 1121 0.15
## INFO [12:39:25.232] [bbotk] 32.81500 30.34146 29.13268 57 NA 1122 0.10
## INFO [12:39:25.232] [bbotk] 32.81500 30.95111 28.35136 57 NA 1123 0.05
## INFO [12:39:25.232] [bbotk] 22.62671 33.05000 30.48000 57 NA 1124 0.10
## INFO [12:39:25.232] [bbotk] 32.81500 25.89973 30.33257 57 NA 1125 0.30
## INFO [12:39:25.232] [bbotk] 32.81500 33.05000 29.82703 57 NA 1126 0.00
## INFO [12:39:25.232] [bbotk] 30.71878 24.87165 30.48000 57 NA 1127 0.25
## INFO [12:39:25.232] [bbotk] 32.81500 33.05000 29.63510 57 NA 1128 0.00
## INFO [12:39:25.232] [bbotk] 32.81500 33.05000 25.83429 57 NA 1129 0.20
## INFO [12:39:25.232] [bbotk] 32.81500 33.05000 30.48000 57 NA 1130 0.10
## INFO [12:39:25.232] [bbotk] 32.81500 26.28015 29.29963 57 NA 1131 0.30
## INFO [12:39:25.232] [bbotk] 32.81500 29.29089 31.11332 57 NA 1132 0.30
## INFO [12:39:25.232] [bbotk] 28.82499 33.05000 29.80746 57 NA 1133 0.00
## INFO [12:39:25.232] [bbotk] 30.83923 33.05000 28.16426 57 NA 1134 0.00
## INFO [12:39:25.232] [bbotk] 32.81500 33.05000 28.90201 57 NA 1135 0.10
## INFO [12:39:25.232] [bbotk] 32.81500 33.05000 28.61082 57 NA 1136 0.20
## INFO [12:39:25.232] [bbotk] 32.55344 33.05000 29.57875 57 NA 1137 0.00
## INFO [12:39:25.232] [bbotk] 32.82347 24.00529 29.70520 57 NA 1138 0.30
## INFO [12:39:25.232] [bbotk] 32.81500 33.05000 30.48000 57 NA 1139 0.10
## INFO [12:39:25.232] [bbotk] 32.81500 33.05000 30.48000 57 NA 1140 0.10
## INFO [12:39:25.232] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:25.232] [bbotk] 0.029632310 3 0.1680228
## INFO [12:39:25.232] [bbotk] 0.015218523 2 0.1522914
## INFO [12:39:25.232] [bbotk] 0.065429557 3 0.2003883
## INFO [12:39:25.232] [bbotk] 0.147479771 4 0.2478419
## INFO [12:39:25.232] [bbotk] 0.024179494 4 0.1711338
## INFO [12:39:25.232] [bbotk] 0.070793324 4 0.2111948
## INFO [12:39:25.232] [bbotk] 0.065534214 5 0.1799535
## INFO [12:39:25.232] [bbotk] 0.009701021 2 0.1546400
## INFO [12:39:25.232] [bbotk] 0.113384565 4 0.2003897
## INFO [12:39:25.232] [bbotk] 0.088054026 4 0.1790136
## INFO [12:39:25.232] [bbotk] 0.069989367 4 0.1783916
## INFO [12:39:25.232] [bbotk] 0.147556409 6 0.2273067
## INFO [12:39:25.232] [bbotk] 0.061021323 4 0.1922843
## INFO [12:39:25.232] [bbotk] 0.025202915 3 0.1461400
## INFO [12:39:25.232] [bbotk] 0.066763887 2 0.1382646
## INFO [12:39:25.232] [bbotk] 0.019625244 2 0.1477066
## INFO [12:39:25.232] [bbotk] 0.005586720 3 0.1523204
## INFO [12:39:25.232] [bbotk] 0.107275389 6 0.2182837
## INFO [12:39:25.232] [bbotk] 0.163042416 4 0.2528304
## INFO [12:39:25.232] [bbotk] 0.015848504 2 0.1484925
## INFO [12:39:25.433] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:25.563] [bbotk] Result of batch 58:
## INFO [12:39:25.568] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:25.568] [bbotk] 1 8 908.3657 0.7206958 129.16000 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 1 4 982.4686 0.7200000 129.16000 33.08204 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 874.9652 0.7200000 856.95842 29.80225 21.38983
## INFO [12:39:25.568] [bbotk] 12 8 908.7056 0.7200000 129.16000 33.29654 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 886.0000 0.7200000 753.89848 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 886.0000 0.7004215 129.16000 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 12 0 901.3415 0.7200000 60.91865 32.29000 35.08160
## INFO [12:39:25.568] [bbotk] 9 8 886.0000 0.7200000 590.42921 34.07900 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 954.9746 0.6584582 129.16000 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 1 2 950.8168 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 11 8 886.0000 0.7200000 129.16000 27.43768 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 886.0000 0.7122563 129.16000 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 1 1 886.0000 0.7200000 129.16000 33.64358 32.81500
## INFO [12:39:25.568] [bbotk] 1 2 886.0000 0.7200000 129.16000 28.77278 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 953.5893 0.7259445 146.74643 27.99932 22.55930
## INFO [12:39:25.568] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:25.568] [bbotk] 1 9 886.0000 0.7200000 919.56440 26.85683 32.81500
## INFO [12:39:25.568] [bbotk] 1 8 885.7929 0.7200000 129.16000 32.29000 30.53391
## INFO [12:39:25.568] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:25.568] [bbotk] 25.30757 30.48000 58 NA 1141 0.35 0.032161903
## INFO [12:39:25.568] [bbotk] 33.05000 28.90201 58 NA 1142 0.00 0.104193953
## INFO [12:39:25.568] [bbotk] 33.05000 22.74470 58 NA 1143 0.30 0.142365181
## INFO [12:39:25.568] [bbotk] 33.05000 25.80633 58 NA 1144 0.00 0.094511682
## INFO [12:39:25.568] [bbotk] 33.05000 29.62035 58 NA 1145 0.05 0.042983181
## INFO [12:39:25.568] [bbotk] 33.05000 30.48000 58 NA 1146 0.10 0.003199101
## INFO [12:39:25.568] [bbotk] 33.05000 30.48000 58 NA 1147 0.25 0.136095081
## INFO [12:39:25.568] [bbotk] 33.05000 30.48000 58 NA 1148 0.10 0.094696761
## INFO [12:39:25.568] [bbotk] 30.95111 30.48000 58 NA 1149 0.10 0.014464905
## INFO [12:39:25.568] [bbotk] 24.82273 32.20477 58 NA 1150 0.40 0.068809888
## INFO [12:39:25.568] [bbotk] 30.98023 28.61082 58 NA 1151 0.00 0.023268471
## INFO [12:39:25.568] [bbotk] 36.95413 29.63120 58 NA 1152 0.00 0.098226949
## INFO [12:39:25.568] [bbotk] 30.95111 31.90868 58 NA 1153 0.15 0.092435689
## INFO [12:39:25.568] [bbotk] 27.52690 30.48000 58 NA 1154 0.25 0.018473369
## INFO [12:39:25.568] [bbotk] 33.05000 30.94600 58 NA 1155 0.30 0.066715079
## INFO [12:39:25.568] [bbotk] 33.05000 30.48000 58 NA 1156 0.15 0.073236312
## INFO [12:39:25.568] [bbotk] 33.05000 24.84624 58 NA 1157 0.20 0.111709175
## INFO [12:39:25.568] [bbotk] 33.05000 29.66903 58 NA 1158 0.10 0.004080738
## INFO [12:39:25.568] [bbotk] 30.11214 30.48000 58 NA 1159 0.05 0.139149266
## INFO [12:39:25.568] [bbotk] 33.05000 29.67364 58 NA 1160 0.00 0.012976178
## INFO [12:39:25.568] [bbotk] no_changed dist_train
## INFO [12:39:25.568] [bbotk] 3 0.16694308
## INFO [12:39:25.568] [bbotk] 4 0.13910039
## INFO [12:39:25.568] [bbotk] 5 0.24749102
## INFO [12:39:25.568] [bbotk] 4 0.22645738
## INFO [12:39:25.568] [bbotk] 2 0.18979169
## INFO [12:39:25.568] [bbotk] 1 0.15322806
## INFO [12:39:25.568] [bbotk] 5 0.22524781
## INFO [12:39:25.568] [bbotk] 3 0.24472572
## INFO [12:39:25.568] [bbotk] 2 0.14987614
## INFO [12:39:25.568] [bbotk] 4 0.17381653
## INFO [12:39:25.568] [bbotk] 3 0.14358025
## INFO [12:39:25.568] [bbotk] 4 0.17412028
## INFO [12:39:25.568] [bbotk] 4 0.22374176
## INFO [12:39:25.568] [bbotk] 2 0.16657491
## INFO [12:39:25.568] [bbotk] 3 0.09909698
## INFO [12:39:25.568] [bbotk] 2 0.16419588
## INFO [12:39:25.568] [bbotk] 6 0.19132120
## INFO [12:39:25.568] [bbotk] 1 0.15088925
## INFO [12:39:25.568] [bbotk] 4 0.23010883
## INFO [12:39:25.568] [bbotk] 3 0.15151168
## INFO [12:39:25.789] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:25.916] [bbotk] Result of batch 59:
## INFO [12:39:25.921] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:25.921] [bbotk] 6 4 910.3489 0.6733778 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 872.3758 0.6939916 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 1 2 906.9228 0.7249487 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 906.9228 0.7200000 129.1600 29.79605 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 2 1 886.0000 0.6762937 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 886.0000 0.7081706 295.7454 22.48340 30.53391
## INFO [12:39:25.921] [bbotk] 4 6 885.7929 0.7200000 129.1600 32.29000 33.07715
## INFO [12:39:25.921] [bbotk] 1 8 886.0000 0.7221263 129.1600 22.24887 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 886.0000 0.7200000 228.4385 32.29000 26.33966
## INFO [12:39:25.921] [bbotk] 1 9 886.0000 0.6683467 129.1600 23.02554 28.68738
## INFO [12:39:25.921] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 897.1372 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 912.6209 0.7200000 372.2733 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 9 8 864.2616 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 932.4442 0.7478165 448.8992 21.69227 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 902.1418 0.7200000 129.1600 24.13942 32.81500
## INFO [12:39:25.921] [bbotk] 1 8 903.5941 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:25.921] [bbotk] 8 8 880.3463 0.7078920 129.1600 23.18606 32.81500
## INFO [12:39:25.921] [bbotk] 3 8 886.0000 0.6645119 129.1600 35.04438 32.81500
## INFO [12:39:25.921] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:25.921] [bbotk] 33.05000 25.99389 59 NA 1161 0.00 0.15646718
## INFO [12:39:25.921] [bbotk] 33.05000 29.15886 59 NA 1162 0.15 0.01572553
## INFO [12:39:25.921] [bbotk] 30.98023 28.61082 59 NA 1163 0.00 0.08290060
## INFO [12:39:25.921] [bbotk] 33.05000 28.61082 59 NA 1164 0.00 0.02703942
## INFO [12:39:25.921] [bbotk] 30.95111 30.48000 59 NA 1165 0.10 0.01446490
## INFO [12:39:25.921] [bbotk] 26.87448 21.51126 59 NA 1166 0.15 0.18915966
## INFO [12:39:25.921] [bbotk] 38.20460 30.48000 59 NA 1167 0.00 0.07733121
## INFO [12:39:25.921] [bbotk] 33.05000 30.48000 59 NA 1168 0.05 0.11873700
## INFO [12:39:25.921] [bbotk] 33.42036 24.24218 59 NA 1169 0.35 0.07403607
## INFO [12:39:25.921] [bbotk] 32.25155 30.86928 59 NA 1170 0.10 0.03569860
## INFO [12:39:25.921] [bbotk] 33.05000 30.48000 59 NA 1171 0.10 0.12123259
## INFO [12:39:25.921] [bbotk] 33.05000 28.49535 59 NA 1172 0.20 0.06881019
## INFO [12:39:25.921] [bbotk] 33.05000 30.48000 59 NA 1173 0.05 0.00394656
## INFO [12:39:25.921] [bbotk] 33.05000 23.25972 59 NA 1174 0.10 0.06080878
## INFO [12:39:25.921] [bbotk] 33.05000 30.48000 59 NA 1175 0.15 0.06652673
## INFO [12:39:25.921] [bbotk] 27.94265 30.48000 59 NA 1176 0.30 0.10012766
## INFO [12:39:25.921] [bbotk] 33.05000 29.66903 59 NA 1177 0.00 0.04319994
## INFO [12:39:25.921] [bbotk] 33.05000 29.53374 59 NA 1178 0.00 0.01099614
## INFO [12:39:25.921] [bbotk] 33.05000 33.05023 59 NA 1179 0.15 0.11304458
## INFO [12:39:25.921] [bbotk] 33.05000 30.48000 59 NA 1180 0.15 0.07917706
## INFO [12:39:25.921] [bbotk] no_changed dist_train
## INFO [12:39:25.921] [bbotk] 5 0.1786484
## INFO [12:39:25.921] [bbotk] 3 0.1582713
## INFO [12:39:25.921] [bbotk] 5 0.1678509
## INFO [12:39:25.921] [bbotk] 3 0.1402924
## INFO [12:39:25.921] [bbotk] 2 0.1498761
## INFO [12:39:25.921] [bbotk] 5 0.2183211
## INFO [12:39:25.921] [bbotk] 5 0.2001599
## INFO [12:39:25.921] [bbotk] 4 0.2093220
## INFO [12:39:25.921] [bbotk] 4 0.2021174
## INFO [12:39:25.921] [bbotk] 4 0.1721087
## INFO [12:39:25.921] [bbotk] 4 0.1980852
## INFO [12:39:25.921] [bbotk] 2 0.1567952
## INFO [12:39:25.921] [bbotk] 1 0.1525581
## INFO [12:39:25.921] [bbotk] 3 0.1899796
## INFO [12:39:25.921] [bbotk] 2 0.2165557
## INFO [12:39:25.921] [bbotk] 5 0.2052899
## INFO [12:39:25.921] [bbotk] 3 0.1679834
## INFO [12:39:25.921] [bbotk] 2 0.1533449
## INFO [12:39:25.921] [bbotk] 5 0.2534726
## INFO [12:39:25.921] [bbotk] 3 0.2253847
## INFO [12:39:26.128] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:26.289] [bbotk] Result of batch 60:
## INFO [12:39:26.294] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:26.294] [bbotk] 1 3 916.0037 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 8 1008.2540 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 8 901.4416 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 8 1009.4676 0.6732068 869.1006 32.29000
## INFO [12:39:26.294] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 0 901.6300 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 8 904.2363 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 4 886.0000 0.6678322 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 2 8 886.0000 0.7807985 129.1600 32.17085
## INFO [12:39:26.294] [bbotk] 1 8 906.9228 0.7200000 129.1600 30.52331
## INFO [12:39:26.294] [bbotk] 12 7 856.1143 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 8 910.9319 0.6598399 129.1600 32.61611
## INFO [12:39:26.294] [bbotk] 1 8 901.2295 0.7699097 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 4 0 885.8699 0.7200168 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 1 8 920.8510 0.7200000 650.3162 32.29000
## INFO [12:39:26.294] [bbotk] 5 0 906.8298 0.6908517 129.1600 33.30303
## INFO [12:39:26.294] [bbotk] 1 8 884.6132 0.6910667 129.1600 32.29000
## INFO [12:39:26.294] [bbotk] 9 7 904.8896 0.7200000 707.9709 30.89529
## INFO [12:39:26.294] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:26.294] [bbotk] 32.81500 32.99320 28.64049 60 NA 1181 0.00
## INFO [12:39:26.294] [bbotk] 32.81500 33.05000 29.89302 60 NA 1182 0.05
## INFO [12:39:26.294] [bbotk] 30.91927 33.05000 30.48000 60 NA 1183 0.05
## INFO [12:39:26.294] [bbotk] 31.86301 30.01970 29.75711 60 NA 1184 0.00
## INFO [12:39:26.294] [bbotk] 26.98315 32.27609 28.38094 60 NA 1185 0.00
## INFO [12:39:26.294] [bbotk] 21.56494 33.05000 28.67898 60 NA 1186 0.10
## INFO [12:39:26.294] [bbotk] 32.81500 33.05000 30.48000 60 NA 1187 0.05
## INFO [12:39:26.294] [bbotk] 32.81500 33.05000 30.48000 60 NA 1188 0.05
## INFO [12:39:26.294] [bbotk] 32.81500 33.05000 25.87376 60 NA 1189 0.05
## INFO [12:39:26.294] [bbotk] 32.81500 37.71700 32.60005 60 NA 1190 0.15
## INFO [12:39:26.294] [bbotk] 29.93451 33.05000 28.61082 60 NA 1191 0.00
## INFO [12:39:26.294] [bbotk] 32.81500 26.66979 30.48000 60 NA 1192 0.25
## INFO [12:39:26.294] [bbotk] 32.81500 33.05000 29.10778 60 NA 1193 0.10
## INFO [12:39:26.294] [bbotk] 32.92653 33.05000 30.48000 60 NA 1194 0.10
## INFO [12:39:26.294] [bbotk] 32.52190 33.05000 30.48000 60 NA 1195 0.05
## INFO [12:39:26.294] [bbotk] 32.81500 22.57825 30.48000 60 NA 1196 0.25
## INFO [12:39:26.294] [bbotk] 24.59246 31.15650 30.48000 60 NA 1197 0.05
## INFO [12:39:26.294] [bbotk] 32.81500 33.05000 30.48000 60 NA 1198 0.05
## INFO [12:39:26.294] [bbotk] 32.24931 33.05000 30.48000 60 NA 1199 0.00
## INFO [12:39:26.294] [bbotk] 32.81500 33.05000 29.73809 60 NA 1200 0.00
## INFO [12:39:26.294] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:26.294] [bbotk] 0.078888911 4 0.1654565
## INFO [12:39:26.294] [bbotk] 0.046275400 2 0.1791953
## INFO [12:39:26.294] [bbotk] 0.007350942 1 0.1569901
## INFO [12:39:26.294] [bbotk] 0.022242212 4 0.1472727
## INFO [12:39:26.294] [bbotk] 0.132770980 6 0.2122248
## INFO [12:39:26.294] [bbotk] 0.111509654 3 0.1994946
## INFO [12:39:26.294] [bbotk] 0.064362151 2 0.1541501
## INFO [12:39:26.294] [bbotk] 0.006462190 1 0.1550737
## INFO [12:39:26.294] [bbotk] 0.090526072 3 0.1281515
## INFO [12:39:26.294] [bbotk] 0.094454920 5 0.2322558
## INFO [12:39:26.294] [bbotk] 0.035228698 4 0.1316200
## INFO [12:39:26.294] [bbotk] 0.148115815 4 0.2393212
## INFO [12:39:26.294] [bbotk] 0.026906188 4 0.1401075
## INFO [12:39:26.294] [bbotk] 0.013984355 3 0.1587075
## INFO [12:39:26.294] [bbotk] 0.001136530 1 0.1511655
## INFO [12:39:26.294] [bbotk] 0.150322261 5 0.2415222
## INFO [12:39:26.294] [bbotk] 0.082381115 4 0.1872682
## INFO [12:39:26.294] [bbotk] 0.133942232 5 0.2237302
## INFO [12:39:26.294] [bbotk] 0.007412606 3 0.1574416
## INFO [12:39:26.294] [bbotk] 0.169604766 6 0.2559264
## INFO [12:39:26.491] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:26.618] [bbotk] Result of batch 61:
## INFO [12:39:26.623] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:26.623] [bbotk] 4 8 886.0000 0.7200000 568.0953 32.29000 25.58718
## INFO [12:39:26.623] [bbotk] 1 8 909.2078 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 3 901.3415 0.6606629 129.1600 26.95877 34.08186
## INFO [12:39:26.623] [bbotk] 1 8 886.0000 0.7200000 91.7565 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 886.0000 0.7200000 863.1570 32.00916 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 886.0000 0.7200000 346.2089 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 3 958.3410 0.7200000 927.8132 27.59750 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 898.0944 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 886.0000 0.6898437 129.1600 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 900.1181 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 884.0145 0.7200000 129.1600 34.62377 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 886.0000 0.7172312 129.1600 33.33830 32.81500
## INFO [12:39:26.623] [bbotk] 1 9 907.1213 0.7200000 173.3136 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 3 886.0000 0.7072128 129.1600 32.29000 30.53391
## INFO [12:39:26.623] [bbotk] 1 8 886.0000 0.7200362 129.1600 25.94228 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 886.0000 0.7200000 758.9916 30.46601 32.37086
## INFO [12:39:26.623] [bbotk] 1 8 908.0325 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 2 889.9875 0.7200000 388.0452 32.29000 32.81500
## INFO [12:39:26.623] [bbotk] 1 8 909.9177 0.6854364 129.1600 32.29000 25.15922
## INFO [12:39:26.623] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1201 0.05 0.114010651
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1202 0.10 0.008223874
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1203 0.10 0.100714068
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1204 0.20 0.002314447
## INFO [12:39:26.623] [bbotk] 31.55329 30.48000 61 NA 1205 0.10 0.051232165
## INFO [12:39:26.623] [bbotk] 33.05000 29.67850 61 NA 1206 0.10 0.017463628
## INFO [12:39:26.623] [bbotk] 36.94443 30.48000 61 NA 1207 0.00 0.165239589
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1208 0.05 0.004285749
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1209 0.05 0.004927496
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1210 0.05 0.005002860
## INFO [12:39:26.623] [bbotk] 33.05000 29.27146 61 NA 1211 0.15 0.016348199
## INFO [12:39:26.623] [bbotk] 33.05000 28.99933 61 NA 1212 0.20 0.012198783
## INFO [12:39:26.623] [bbotk] 33.05000 27.24838 61 NA 1213 0.00 0.085301544
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1214 0.10 0.000000000
## INFO [12:39:26.623] [bbotk] 33.05000 28.46235 61 NA 1215 0.05 0.079910866
## INFO [12:39:26.623] [bbotk] 33.05000 23.67695 61 NA 1216 0.25 0.060250057
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1217 0.00 0.048169113
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1218 0.10 0.007807393
## INFO [12:39:26.623] [bbotk] 24.84863 30.48000 61 NA 1219 0.30 0.101808396
## INFO [12:39:26.623] [bbotk] 33.05000 30.48000 61 NA 1220 0.05 0.043809346
## INFO [12:39:26.623] [bbotk] no_changed dist_train
## INFO [12:39:26.623] [bbotk] 3 0.2553962
## INFO [12:39:26.623] [bbotk] 1 0.1561172
## INFO [12:39:26.623] [bbotk] 5 0.1812715
## INFO [12:39:26.623] [bbotk] 1 0.1523286
## INFO [12:39:26.623] [bbotk] 3 0.2010153
## INFO [12:39:26.623] [bbotk] 2 0.1642721
## INFO [12:39:26.623] [bbotk] 5 0.2396056
## INFO [12:39:26.623] [bbotk] 1 0.1528973
## INFO [12:39:26.623] [bbotk] 1 0.1549565
## INFO [12:39:26.623] [bbotk] 1 0.1536144
## INFO [12:39:26.623] [bbotk] 3 0.1631567
## INFO [12:39:26.623] [bbotk] 3 0.1590073
## INFO [12:39:26.623] [bbotk] 4 0.1718691
## INFO [12:39:26.623] [bbotk] 0 0.1500290
## INFO [12:39:26.623] [bbotk] 4 0.1678958
## INFO [12:39:26.623] [bbotk] 3 0.1883314
## INFO [12:39:26.623] [bbotk] 3 0.1941171
## INFO [12:39:26.623] [bbotk] 1 0.1564189
## INFO [12:39:26.623] [bbotk] 4 0.1915964
## INFO [12:39:26.623] [bbotk] 3 0.1569487
## INFO [12:39:26.859] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:26.995] [bbotk] Result of batch 62:
## INFO [12:39:27.001] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:27.001] [bbotk] 1 8 887.4569 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.84414 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 886.0000 0.6619466 129.1600 32.29000 33.94575
## INFO [12:39:27.001] [bbotk] 1 8 886.0000 0.7201659 129.1600 32.29000 32.82885
## INFO [12:39:27.001] [bbotk] 1 8 886.0000 0.7199616 129.1600 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 870.9614 0.6946434 129.1600 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 2 4 912.2400 0.7159108 129.1600 32.29000 27.10801
## INFO [12:39:27.001] [bbotk] 1 8 885.7929 0.7200000 129.1600 32.29000 30.53391
## INFO [12:39:27.001] [bbotk] 1 8 865.1945 0.7200000 641.4503 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 886.0000 0.7200000 129.1600 30.40988 33.68353
## INFO [12:39:27.001] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 1 4 909.2078 0.6935079 182.9076 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 901.3415 0.6752164 680.2885 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 897.4609 0.7200000 773.4617 30.52331 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 12 8 886.0000 0.7484292 129.1600 23.44915 32.81500
## INFO [12:39:27.001] [bbotk] 3 9 902.1857 0.7052852 684.0575 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] 10 8 912.9081 0.7334855 436.2910 34.81828 32.81500
## INFO [12:39:27.001] [bbotk] 1 8 902.1418 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.001] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:27.001] [bbotk] 33.05000 30.48000 62 NA 1221 0.10 5.162746e-04
## INFO [12:39:27.001] [bbotk] 24.45498 30.58892 62 NA 1222 0.35 3.734974e-02
## INFO [12:39:27.001] [bbotk] 33.05000 29.59548 62 NA 1223 0.10 4.450848e-03
## INFO [12:39:27.001] [bbotk] 33.05000 28.91514 62 NA 1224 0.25 2.174476e-02
## INFO [12:39:27.001] [bbotk] 33.05000 30.24373 62 NA 1225 0.10 1.269712e-03
## INFO [12:39:27.001] [bbotk] 33.05000 30.48000 62 NA 1226 0.10 6.281591e-06
## INFO [12:39:27.001] [bbotk] 33.12135 31.64642 62 NA 1227 0.10 1.556397e-02
## INFO [12:39:27.001] [bbotk] 32.73845 30.48000 62 NA 1228 0.10 1.507138e-01
## INFO [12:39:27.001] [bbotk] 33.05000 30.48000 62 NA 1229 0.05 8.918606e-03
## INFO [12:39:27.001] [bbotk] 33.05000 33.05866 62 NA 1230 0.15 5.204773e-02
## INFO [12:39:27.001] [bbotk] 33.05000 26.14989 62 NA 1231 0.20 3.286105e-02
## INFO [12:39:27.001] [bbotk] 33.05000 28.51073 62 NA 1232 0.20 9.909252e-03
## INFO [12:39:27.001] [bbotk] 33.63968 26.15489 62 NA 1233 0.00 9.830293e-02
## INFO [12:39:27.001] [bbotk] 33.05000 30.53946 62 NA 1234 0.00 4.715577e-02
## INFO [12:39:27.001] [bbotk] 33.54390 30.48000 62 NA 1235 0.05 5.270755e-02
## INFO [12:39:27.001] [bbotk] 33.05000 30.48000 62 NA 1236 0.10 0.000000e+00
## INFO [12:39:27.001] [bbotk] 33.05000 23.87209 62 NA 1237 0.30 1.329473e-01
## INFO [12:39:27.001] [bbotk] 33.05000 30.48000 62 NA 1238 0.00 1.601228e-01
## INFO [12:39:27.001] [bbotk] 35.34118 29.67850 62 NA 1239 0.05 1.110987e-01
## INFO [12:39:27.001] [bbotk] 33.05000 30.48000 62 NA 1240 0.05 5.719994e-03
## INFO [12:39:27.001] [bbotk] no_changed dist_train
## INFO [12:39:27.001] [bbotk] 1 0.1495127
## INFO [12:39:27.001] [bbotk] 3 0.1680258
## INFO [12:39:27.001] [bbotk] 1 0.1512594
## INFO [12:39:27.001] [bbotk] 3 0.1513655
## INFO [12:39:27.001] [bbotk] 3 0.1487592
## INFO [12:39:27.001] [bbotk] 1 0.1500352
## INFO [12:39:27.001] [bbotk] 4 0.1597898
## INFO [12:39:27.001] [bbotk] 6 0.1902407
## INFO [12:39:27.001] [bbotk] 2 0.1555692
## INFO [12:39:27.001] [bbotk] 3 0.2020767
## INFO [12:39:27.001] [bbotk] 3 0.1654899
## INFO [12:39:27.001] [bbotk] 1 0.1567178
## INFO [12:39:27.001] [bbotk] 6 0.1278714
## INFO [12:39:27.001] [bbotk] 4 0.1859889
## INFO [12:39:27.001] [bbotk] 4 0.1944471
## INFO [12:39:27.001] [bbotk] 0 0.1500290
## INFO [12:39:27.001] [bbotk] 4 0.2610287
## INFO [12:39:27.001] [bbotk] 5 0.2499108
## INFO [12:39:27.001] [bbotk] 7 0.2483033
## INFO [12:39:27.001] [bbotk] 1 0.1543315
## INFO [12:39:27.207] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:27.338] [bbotk] Result of batch 63:
## INFO [12:39:27.343] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:27.343] [bbotk] 7 3 997.1643 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.343] [bbotk] 1 9 920.8823 0.7245058 129.16000 32.29000 32.55344
## INFO [12:39:27.343] [bbotk] 1 8 886.0000 0.7200000 129.16000 29.41742 32.81500
## INFO [12:39:27.343] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.343] [bbotk] 8 8 886.0000 0.7200000 129.16000 25.68002 32.81500
## INFO [12:39:27.343] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.343] [bbotk] 1 8 886.0000 0.6606824 129.16000 32.29000 32.81500
## INFO [12:39:27.343] [bbotk] 9 8 904.2027 0.7200000 129.16000 26.39275 32.81500
## INFO [12:39:27.343] [bbotk] 9 5 886.0000 0.7241756 871.07897 32.29000 32.30694
## INFO [12:39:27.343] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 28.55894
## INFO [12:39:27.343] [bbotk] 10 8 906.8968 0.7200000 45.26004 32.29000 22.44747
## INFO [12:39:27.343] [bbotk] 1 8 927.5040 0.7200000 129.16000 30.52331 29.93451
## INFO [12:39:27.343] [bbotk] 1 8 886.0000 0.6957834 129.16000 34.74852 32.38687
## INFO [12:39:27.343] [bbotk] 1 8 873.9563 0.7200000 129.16000 32.98141 32.81500
## INFO [12:39:27.343] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 26.89922
## INFO [12:39:27.343] [bbotk] 1 7 902.8734 0.7024293 129.16000 32.29000 21.48809
## INFO [12:39:27.343] [bbotk] 1 8 901.3415 0.6358397 453.15451 29.40161 32.81500
## INFO [12:39:27.343] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.343] [bbotk] 1 8 885.0301 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.343] [bbotk] 1 8 903.5941 0.7200000 129.16000 28.61508 29.48336
## INFO [12:39:27.343] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:27.343] [bbotk] 33.05000 30.48000 63 NA 1241 0.00 0.157039094
## INFO [12:39:27.343] [bbotk] 33.05000 30.48000 63 NA 1242 0.05 0.072934830
## INFO [12:39:27.343] [bbotk] 33.01090 30.48000 63 NA 1243 0.10 0.011893025
## INFO [12:39:27.343] [bbotk] 33.05000 29.46447 63 NA 1244 0.10 0.005110122
## INFO [12:39:27.343] [bbotk] 28.17119 30.48000 63 NA 1245 0.25 0.101110385
## INFO [12:39:27.343] [bbotk] 33.05000 23.53150 63 NA 1246 0.10 0.042890040
## INFO [12:39:27.343] [bbotk] 33.05000 29.63120 63 NA 1247 0.10 0.013963519
## INFO [12:39:27.343] [bbotk] 33.05000 30.48000 63 NA 1248 0.05 0.089439415
## INFO [12:39:27.343] [bbotk] 33.05000 30.02292 63 NA 1249 0.00 0.168507728
## INFO [12:39:27.343] [bbotk] 33.05000 25.83429 63 NA 1250 0.15 0.039880359
## INFO [12:39:27.343] [bbotk] 29.12309 29.67850 63 NA 1251 0.20 0.127889394
## INFO [12:39:27.343] [bbotk] 33.05000 24.93341 63 NA 1252 0.15 0.061026382
## INFO [12:39:27.343] [bbotk] 33.05000 30.48000 63 NA 1253 0.10 0.015691539
## INFO [12:39:27.343] [bbotk] 32.51672 30.48000 63 NA 1254 0.15 0.008762543
## INFO [12:39:27.343] [bbotk] 29.24350 30.48000 63 NA 1255 0.15 0.034798913
## INFO [12:39:27.343] [bbotk] 33.33746 30.48000 63 NA 1256 0.05 0.112490914
## INFO [12:39:27.343] [bbotk] 33.05000 30.48000 63 NA 1257 0.10 0.051072090
## INFO [12:39:27.343] [bbotk] 30.95111 30.48000 63 NA 1258 0.10 0.006539409
## INFO [12:39:27.343] [bbotk] 27.43449 29.63510 63 NA 1259 0.30 0.022091140
## INFO [12:39:27.343] [bbotk] 28.60810 29.53374 63 NA 1260 0.15 0.052813389
## INFO [12:39:27.343] [bbotk] no_changed dist_train
## INFO [12:39:27.343] [bbotk] 3 0.2468271
## INFO [12:39:27.343] [bbotk] 4 0.1612503
## INFO [12:39:27.343] [bbotk] 2 0.1560343
## INFO [12:39:27.343] [bbotk] 1 0.1519186
## INFO [12:39:27.343] [bbotk] 3 0.2317864
## INFO [12:39:27.343] [bbotk] 2 0.1750766
## INFO [12:39:27.343] [bbotk] 2 0.1503775
## INFO [12:39:27.343] [bbotk] 3 0.2209237
## INFO [12:39:27.343] [bbotk] 6 0.2551281
## INFO [12:39:27.343] [bbotk] 2 0.1649624
## INFO [12:39:27.343] [bbotk] 6 0.2240951
## INFO [12:39:27.343] [bbotk] 4 0.1467322
## INFO [12:39:27.343] [bbotk] 3 0.1621932
## INFO [12:39:27.343] [bbotk] 3 0.1587915
## INFO [12:39:27.343] [bbotk] 2 0.1624756
## INFO [12:39:27.343] [bbotk] 5 0.2020297
## INFO [12:39:27.343] [bbotk] 4 0.1570809
## INFO [12:39:27.343] [bbotk] 1 0.1565684
## INFO [12:39:27.343] [bbotk] 3 0.1642204
## INFO [12:39:27.343] [bbotk] 5 0.1385416
## INFO [12:39:27.522] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:27.666] [bbotk] Result of batch 64:
## INFO [12:39:27.671] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:27.671] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] 1 0 886.0000 0.7096623 129.1600 32.29000 24.54490
## INFO [12:39:27.671] [bbotk] 1 7 902.9437 0.7096788 129.1600 25.25708 33.58349
## INFO [12:39:27.671] [bbotk] 10 3 974.4256 0.7200000 129.1600 29.20399 32.81500
## INFO [12:39:27.671] [bbotk] 2 3 886.5004 0.6883124 398.3909 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 908.3657 0.6905773 129.1600 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 918.2055 0.7200000 129.1600 32.29000 31.08735
## INFO [12:39:27.671] [bbotk] 1 8 886.0000 0.6606824 129.1600 30.44891 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 886.0000 0.7199887 129.1600 33.84330 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 887.6634 0.7201917 129.1600 32.51005 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 902.6457 0.7200000 129.1600 32.29000 32.56914
## INFO [12:39:27.671] [bbotk] 1 8 886.0000 0.7415054 291.0910 21.92455 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.79605 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 886.0000 0.7076838 129.1600 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 908.3657 0.7200000 175.1641 25.81989 32.81500
## INFO [12:39:27.671] [bbotk] 3 8 886.0000 0.7328315 129.1600 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] 9 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000 32.81500
## INFO [12:39:27.671] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:27.671] [bbotk] 33.05000 29.67850 64 NA 1261 0.00 0.011438077
## INFO [12:39:27.671] [bbotk] 31.28899 25.68467 64 NA 1262 0.00 0.037030718
## INFO [12:39:27.671] [bbotk] 33.05000 29.54576 64 NA 1263 0.05 0.097282026
## INFO [12:39:27.671] [bbotk] 33.05000 30.48000 64 NA 1264 0.05 0.098313334
## INFO [12:39:27.671] [bbotk] 33.05000 30.18296 64 NA 1265 0.00 0.163121896
## INFO [12:39:27.671] [bbotk] 39.10868 30.48000 64 NA 1266 0.00 0.158538254
## INFO [12:39:27.671] [bbotk] 30.95111 30.48000 64 NA 1267 0.05 0.019272543
## INFO [12:39:27.671] [bbotk] 33.05000 25.83429 64 NA 1268 0.15 0.023376985
## INFO [12:39:27.671] [bbotk] 32.59767 29.66903 64 NA 1269 0.00 0.023601505
## INFO [12:39:27.671] [bbotk] 29.20280 30.48000 64 NA 1270 0.20 0.029223314
## INFO [12:39:27.671] [bbotk] 33.05000 30.48000 64 NA 1271 0.15 0.006366899
## INFO [12:39:27.671] [bbotk] 33.05000 29.38007 64 NA 1272 0.15 0.007057295
## INFO [12:39:27.671] [bbotk] 33.05000 29.70185 64 NA 1273 0.00 0.010767547
## INFO [12:39:27.671] [bbotk] 22.23348 30.48000 64 NA 1274 0.25 0.089709676
## INFO [12:39:27.671] [bbotk] 33.05000 30.48000 64 NA 1275 0.10 0.010219642
## INFO [12:39:27.671] [bbotk] 33.05000 22.06166 64 NA 1276 0.20 0.044373130
## INFO [12:39:27.671] [bbotk] 30.95111 30.48000 64 NA 1277 0.10 0.043824571
## INFO [12:39:27.671] [bbotk] 33.05000 30.48000 64 NA 1278 0.10 0.060920187
## INFO [12:39:27.671] [bbotk] 33.05000 28.61082 64 NA 1279 0.00 0.075643306
## INFO [12:39:27.671] [bbotk] 33.05000 30.48000 64 NA 1280 0.05 0.004402098
## INFO [12:39:27.671] [bbotk] no_changed dist_train
## INFO [12:39:27.671] [bbotk] 2 0.1529030
## INFO [12:39:27.671] [bbotk] 3 0.1592665
## INFO [12:39:27.671] [bbotk] 4 0.1852670
## INFO [12:39:27.671] [bbotk] 5 0.1872350
## INFO [12:39:27.671] [bbotk] 5 0.2496747
## INFO [12:39:27.671] [bbotk] 6 0.2491398
## INFO [12:39:27.671] [bbotk] 3 0.1450685
## INFO [12:39:27.671] [bbotk] 1 0.1701855
## INFO [12:39:27.671] [bbotk] 4 0.1407395
## INFO [12:39:27.671] [bbotk] 3 0.1453819
## INFO [12:39:27.671] [bbotk] 2 0.1563959
## INFO [12:39:27.671] [bbotk] 4 0.1526243
## INFO [12:39:27.671] [bbotk] 3 0.1535735
## INFO [12:39:27.671] [bbotk] 4 0.2203857
## INFO [12:39:27.671] [bbotk] 1 0.1546045
## INFO [12:39:27.671] [bbotk] 2 0.1883858
## INFO [12:39:27.671] [bbotk] 4 0.1592797
## INFO [12:39:27.671] [bbotk] 2 0.2076812
## INFO [12:39:27.671] [bbotk] 3 0.2088525
## INFO [12:39:27.671] [bbotk] 1 0.1544311
## INFO [12:39:27.850] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:27.986] [bbotk] Result of batch 65:
## INFO [12:39:27.992] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:27.992] [bbotk] 6 8 886.0000 0.7578959 933.32857 32.29000 26.14574
## INFO [12:39:27.992] [bbotk] 1 8 933.0600 0.7080579 434.97379 29.39352 28.97157
## INFO [12:39:27.992] [bbotk] 1 8 886.0000 0.6872290 129.16000 32.29000 29.69569
## INFO [12:39:27.992] [bbotk] 1 8 885.7929 0.7332751 129.16000 30.53254 30.53391
## INFO [12:39:27.992] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.992] [bbotk] 12 1 887.5788 0.7200000 896.32786 32.29000 32.81500
## INFO [12:39:27.992] [bbotk] 12 8 886.0000 0.7200000 129.16000 30.11930 35.22527
## INFO [12:39:27.992] [bbotk] 1 8 886.0000 0.6930592 813.45967 28.68771 32.81500
## INFO [12:39:27.992] [bbotk] 1 8 884.1450 0.7200000 129.16000 26.76051 32.81500
## INFO [12:39:27.992] [bbotk] 1 8 906.9228 0.7200000 539.01289 26.73039 25.50237
## INFO [12:39:27.992] [bbotk] 6 8 886.0000 0.6403250 129.16000 32.29000 32.81500
## INFO [12:39:27.992] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.992] [bbotk] 1 8 918.2055 0.6709992 129.16000 29.03647 32.81500
## INFO [12:39:27.992] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.992] [bbotk] 1 8 916.2883 0.7060157 867.48589 32.29000 35.01033
## INFO [12:39:27.992] [bbotk] 1 8 886.0000 0.7542261 276.46546 32.29000 32.81500
## INFO [12:39:27.992] [bbotk] 1 8 914.0050 0.7200000 129.16000 33.08204 32.81500
## INFO [12:39:27.992] [bbotk] 1 8 909.2078 0.6935079 650.22775 27.18533 31.48181
## INFO [12:39:27.992] [bbotk] 5 8 886.0000 0.7200000 61.76578 32.29000 24.60312
## INFO [12:39:27.992] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:27.992] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1281 0.10 0.140636742
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1282 0.10 0.064323049
## INFO [12:39:27.992] [bbotk] 30.98023 32.91214 65 NA 1283 0.05 0.036137367
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1284 0.05 0.018289418
## INFO [12:39:27.992] [bbotk] 33.05000 29.49219 65 NA 1285 0.10 0.004970634
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1286 0.15 0.165677201
## INFO [12:39:27.992] [bbotk] 33.05000 29.63120 65 NA 1287 0.20 0.081335816
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1288 0.00 0.061506425
## INFO [12:39:27.992] [bbotk] 28.61343 24.15510 65 NA 1289 0.30 0.068965317
## INFO [12:39:27.992] [bbotk] 33.05000 28.61082 65 NA 1290 0.00 0.093318215
## INFO [12:39:27.992] [bbotk] 33.05000 25.24694 65 NA 1291 0.20 0.098174830
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1292 0.10 0.000000000
## INFO [12:39:27.992] [bbotk] 21.80593 29.66903 65 NA 1293 0.30 0.071864525
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1294 0.10 0.000000000
## INFO [12:39:27.992] [bbotk] 30.95111 30.48000 65 NA 1295 0.15 0.073755978
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1296 0.15 0.014707446
## INFO [12:39:27.992] [bbotk] 33.05000 30.48000 65 NA 1297 0.15 0.013169428
## INFO [12:39:27.992] [bbotk] 26.46309 30.48000 65 NA 1298 0.20 0.091405089
## INFO [12:39:27.992] [bbotk] 38.16059 30.08438 65 NA 1299 0.05 0.112749867
## INFO [12:39:27.992] [bbotk] 38.50994 27.52670 65 NA 1300 0.10 0.090695671
## INFO [12:39:27.992] [bbotk] no_changed dist_train
## INFO [12:39:27.992] [bbotk] 4 0.2820223
## INFO [12:39:27.992] [bbotk] 5 0.1563360
## INFO [12:39:27.992] [bbotk] 4 0.1539160
## INFO [12:39:27.992] [bbotk] 4 0.1505367
## INFO [12:39:27.992] [bbotk] 1 0.1517791
## INFO [12:39:27.992] [bbotk] 4 0.1969402
## INFO [12:39:27.992] [bbotk] 4 0.2193445
## INFO [12:39:27.992] [bbotk] 3 0.1970871
## INFO [12:39:27.992] [bbotk] 4 0.1833378
## INFO [12:39:27.992] [bbotk] 5 0.1836157
## INFO [12:39:27.992] [bbotk] 3 0.2201748
## INFO [12:39:27.992] [bbotk] 0 0.1500290
## INFO [12:39:27.992] [bbotk] 5 0.1555412
## INFO [12:39:27.992] [bbotk] 0 0.1500290
## INFO [12:39:27.992] [bbotk] 5 0.1989824
## INFO [12:39:27.992] [bbotk] 2 0.1614684
## INFO [12:39:27.992] [bbotk] 2 0.1576628
## INFO [12:39:27.992] [bbotk] 6 0.1866366
## INFO [12:39:27.992] [bbotk] 5 0.2418135
## INFO [12:39:27.992] [bbotk] 3 0.1784314
## INFO [12:39:28.216] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:28.342] [bbotk] Result of batch 66:
## INFO [12:39:28.347] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:28.347] [bbotk] 1 8 902.0962 0.6606824 516.1658 27.64270
## INFO [12:39:28.347] [bbotk] 1 8 902.1418 0.7200000 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 2 6 920.7708 0.7120773 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 2 8 903.5941 0.7287723 129.1600 34.73008
## INFO [12:39:28.347] [bbotk] 1 8 914.0050 0.7381722 498.3066 33.08204
## INFO [12:39:28.347] [bbotk] 1 8 886.0000 0.6932405 129.1600 28.38559
## INFO [12:39:28.347] [bbotk] 1 8 857.5235 0.7202291 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 1 8 1021.9962 0.7200000 206.5525 32.29000
## INFO [12:39:28.347] [bbotk] 8 8 901.3415 0.7200000 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 1 0 908.3657 0.7200000 563.0009 32.29000
## INFO [12:39:28.347] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 2 8 886.0000 0.7200000 271.9108 32.29000
## INFO [12:39:28.347] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 1 8 919.8518 0.7200000 129.1600 32.31798
## INFO [12:39:28.347] [bbotk] 1 8 910.2902 0.6990896 839.0113 30.19886
## INFO [12:39:28.347] [bbotk] 12 8 906.8968 0.7479086 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:28.347] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:28.347] [bbotk] 24.78768 38.71511 31.50941 66 NA 1301 0.00
## INFO [12:39:28.347] [bbotk] 32.81500 33.05000 30.48000 66 NA 1302 0.05
## INFO [12:39:28.347] [bbotk] 32.19481 33.05000 29.91799 66 NA 1303 0.00
## INFO [12:39:28.347] [bbotk] 24.98933 33.05000 30.48000 66 NA 1304 0.10
## INFO [12:39:28.347] [bbotk] 32.81500 33.05000 27.52923 66 NA 1305 0.00
## INFO [12:39:28.347] [bbotk] 32.81500 33.05000 26.64338 66 NA 1306 0.05
## INFO [12:39:28.347] [bbotk] 27.15643 33.05000 30.48000 66 NA 1307 0.05
## INFO [12:39:28.347] [bbotk] 32.55344 33.05000 30.48000 66 NA 1308 0.10
## INFO [12:39:28.347] [bbotk] 32.81500 33.05000 30.48000 66 NA 1309 0.10
## INFO [12:39:28.347] [bbotk] 27.44062 33.05000 30.48000 66 NA 1310 0.05
## INFO [12:39:28.347] [bbotk] 32.81500 22.16646 30.48000 66 NA 1311 0.25
## INFO [12:39:28.347] [bbotk] 32.81500 33.05000 29.67850 66 NA 1312 0.00
## INFO [12:39:28.347] [bbotk] 32.81500 30.95111 28.49535 66 NA 1313 0.00
## INFO [12:39:28.347] [bbotk] 26.24791 33.05000 30.48000 66 NA 1314 0.00
## INFO [12:39:28.347] [bbotk] 32.81500 40.13905 28.74252 66 NA 1315 0.10
## INFO [12:39:28.347] [bbotk] 32.81500 33.05000 30.48000 66 NA 1316 0.10
## INFO [12:39:28.347] [bbotk] 32.81500 32.46464 30.48000 66 NA 1317 0.15
## INFO [12:39:28.347] [bbotk] 31.43637 32.77011 30.48000 66 NA 1318 0.00
## INFO [12:39:28.347] [bbotk] 28.05632 33.05000 30.48000 66 NA 1319 0.10
## INFO [12:39:28.347] [bbotk] 32.32616 33.05000 30.48000 66 NA 1320 0.10
## INFO [12:39:28.347] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:28.347] [bbotk] 0.112344280 7 0.2029811
## INFO [12:39:28.347] [bbotk] 0.005719994 1 0.1543315
## INFO [12:39:28.347] [bbotk] 0.005951077 3 0.1513422
## INFO [12:39:28.347] [bbotk] 0.161607948 5 0.2513959
## INFO [12:39:28.347] [bbotk] 0.091338538 5 0.2269068
## INFO [12:39:28.347] [bbotk] 0.058286400 5 0.1864763
## INFO [12:39:28.347] [bbotk] 0.042313651 3 0.1549981
## INFO [12:39:28.347] [bbotk] 0.011142569 3 0.1610967
## INFO [12:39:28.347] [bbotk] 0.052980308 2 0.1918075
## INFO [12:39:28.347] [bbotk] 0.085099705 3 0.2156125
## INFO [12:39:28.347] [bbotk] 0.127503494 4 0.2172915
## INFO [12:39:28.347] [bbotk] 0.011438077 2 0.1529030
## INFO [12:39:28.347] [bbotk] 0.024451565 3 0.1435593
## INFO [12:39:28.347] [bbotk] 0.084288224 2 0.1754937
## INFO [12:39:28.347] [bbotk] 0.098486565 4 0.2449424
## INFO [12:39:28.347] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:28.347] [bbotk] 0.013934098 3 0.1506363
## INFO [12:39:28.347] [bbotk] 0.070735068 6 0.1814541
## INFO [12:39:28.347] [bbotk] 0.089241077 4 0.2158167
## INFO [12:39:28.347] [bbotk] 0.060719065 2 0.1519245
## INFO [12:39:28.548] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:28.687] [bbotk] Result of batch 67:
## INFO [12:39:28.692] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:28.692] [bbotk] 3 8 907.6161 0.7200000 778.80669 32.29000 25.17429
## INFO [12:39:28.692] [bbotk] 3 8 886.0000 0.7200000 27.57878 35.65743 32.81500
## INFO [12:39:28.692] [bbotk] 1 8 905.2074 0.7200000 359.31113 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 6 975.1111 0.7200000 101.12241 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 4 886.0000 0.6865120 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 0 933.2187 0.7200000 568.57242 32.29000 26.23148
## INFO [12:39:28.692] [bbotk] 1 1 895.1890 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 9 908.3657 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 8 961.2559 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.99231 32.81500
## INFO [12:39:28.692] [bbotk] 5 8 916.9562 0.7200000 94.72820 32.29000 32.32616
## INFO [12:39:28.692] [bbotk] 1 8 886.0000 0.6905773 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 8 906.9228 0.7054671 129.16000 30.52331 35.56852
## INFO [12:39:28.692] [bbotk] 1 8 903.5941 0.7200000 30.41833 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 8 983.6064 0.7200000 64.97745 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 3 972.7568 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 1 8 901.3415 0.6606824 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] 7 8 886.0000 0.6443297 129.16000 32.29000 32.81500
## INFO [12:39:28.692] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:28.692] [bbotk] 33.05000 30.48000 67 NA 1321 0.05 0.136309888
## INFO [12:39:28.692] [bbotk] 35.96121 31.59908 67 NA 1322 0.20 0.093609584
## INFO [12:39:28.692] [bbotk] 33.05000 30.48000 67 NA 1323 0.05 0.021047556
## INFO [12:39:28.692] [bbotk] 33.05000 29.00231 67 NA 1324 0.15 0.099571367
## INFO [12:39:28.692] [bbotk] 33.05000 24.67949 67 NA 1325 0.10 0.093483326
## INFO [12:39:28.692] [bbotk] 33.05000 30.48000 67 NA 1326 0.05 0.128274162
## INFO [12:39:28.692] [bbotk] 33.05000 30.48000 67 NA 1327 0.20 0.062079733
## INFO [12:39:28.692] [bbotk] 32.86524 24.37123 67 NA 1328 0.15 0.098063731
## INFO [12:39:28.692] [bbotk] 33.05000 29.67850 67 NA 1329 0.10 0.004033114
## INFO [12:39:28.692] [bbotk] 33.05000 30.48000 67 NA 1330 0.10 0.000000000
## INFO [12:39:28.692] [bbotk] 33.05000 30.48000 67 NA 1331 0.10 0.026667567
## INFO [12:39:28.692] [bbotk] 30.90793 30.48000 67 NA 1332 0.10 0.009551872
## INFO [12:39:28.692] [bbotk] 27.66835 30.48000 67 NA 1333 0.20 0.090586558
## INFO [12:39:28.692] [bbotk] 33.05000 28.49535 67 NA 1334 0.20 0.014794299
## INFO [12:39:28.692] [bbotk] 29.99154 30.48000 67 NA 1335 0.15 0.037234525
## INFO [12:39:28.692] [bbotk] 39.11427 30.48000 67 NA 1336 0.10 0.031238682
## INFO [12:39:28.692] [bbotk] 33.05000 29.64157 67 NA 1337 0.15 0.042778071
## INFO [12:39:28.692] [bbotk] 33.05000 29.70675 67 NA 1338 0.00 0.093457488
## INFO [12:39:28.692] [bbotk] 33.05000 29.63120 67 NA 1339 0.00 0.019399896
## INFO [12:39:28.692] [bbotk] 33.05000 29.80713 67 NA 1340 0.10 0.074573791
## INFO [12:39:28.692] [bbotk] no_changed dist_train
## INFO [12:39:28.692] [bbotk] 4 0.2623757
## INFO [12:39:28.692] [bbotk] 5 0.2133640
## INFO [12:39:28.692] [bbotk] 2 0.1696591
## INFO [12:39:28.692] [bbotk] 4 0.1861241
## INFO [12:39:28.692] [bbotk] 3 0.1372132
## INFO [12:39:28.692] [bbotk] 4 0.2180622
## INFO [12:39:28.692] [bbotk] 2 0.0930442
## INFO [12:39:28.692] [bbotk] 4 0.1846313
## INFO [12:39:28.692] [bbotk] 1 0.1508416
## INFO [12:39:28.692] [bbotk] 0 0.1500290
## INFO [12:39:28.692] [bbotk] 1 0.1654948
## INFO [12:39:28.692] [bbotk] 2 0.1595808
## INFO [12:39:28.692] [bbotk] 5 0.2112274
## INFO [12:39:28.692] [bbotk] 2 0.1532165
## INFO [12:39:28.692] [bbotk] 5 0.1538101
## INFO [12:39:28.692] [bbotk] 3 0.1700154
## INFO [12:39:28.692] [bbotk] 3 0.1652245
## INFO [12:39:28.692] [bbotk] 3 0.1800250
## INFO [12:39:28.692] [bbotk] 3 0.1449411
## INFO [12:39:28.692] [bbotk] 3 0.2074143
## INFO [12:39:28.883] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:29.027] [bbotk] Result of batch 68:
## INFO [12:39:29.033] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:29.033] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 927.9996 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] 1 6 890.8177 0.6852664 816.75271 32.29000 26.21913
## INFO [12:39:29.033] [bbotk] 1 6 931.4966 0.7213680 129.16000 32.29000 27.94871
## INFO [12:39:29.033] [bbotk] 1 8 886.0000 0.7200000 521.98394 31.92522 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] 1 3 918.5953 0.7200000 129.16000 32.29000 32.66159
## INFO [12:39:29.033] [bbotk] 1 8 919.6524 0.7202291 129.16000 30.67926 32.55344
## INFO [12:39:29.033] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 33.48568
## INFO [12:39:29.033] [bbotk] 1 4 905.6219 0.6756362 129.16000 21.87604 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 876.1547 0.7082301 376.91468 32.29000 36.52634
## INFO [12:39:29.033] [bbotk] 1 8 886.0000 0.7200000 129.16000 29.95804 29.45192
## INFO [12:39:29.033] [bbotk] 1 8 918.3261 0.7200000 129.16000 32.29000 32.82390
## INFO [12:39:29.033] [bbotk] 1 2 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 903.5941 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 886.0000 0.6930592 129.16000 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 901.3415 0.6606824 93.34937 27.03152 32.81500
## INFO [12:39:29.033] [bbotk] 1 8 886.0000 0.6606824 773.84324 32.29000 32.81500
## INFO [12:39:29.033] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:29.033] [bbotk] 30.95111 30.48000 68 NA 1341 0.10 0.014464905
## INFO [12:39:29.033] [bbotk] 33.05000 30.48000 68 NA 1342 0.10 0.014882921
## INFO [12:39:29.033] [bbotk] 33.05000 22.92989 68 NA 1343 0.25 0.172320970
## INFO [12:39:29.033] [bbotk] 32.33030 22.39088 68 NA 1344 0.20 0.136985233
## INFO [12:39:29.033] [bbotk] 33.05000 30.48000 68 NA 1345 0.05 0.025801857
## INFO [12:39:29.033] [bbotk] 33.05000 29.63510 68 NA 1346 0.10 0.004251472
## INFO [12:39:29.033] [bbotk] 30.95111 28.49535 68 NA 1347 0.00 0.087494868
## INFO [12:39:29.033] [bbotk] 33.05000 29.57875 68 NA 1348 0.00 0.024112187
## INFO [12:39:29.033] [bbotk] 33.05000 30.48000 68 NA 1349 0.10 0.000000000
## INFO [12:39:29.033] [bbotk] 39.22786 29.65853 68 NA 1350 0.05 0.025982296
## INFO [12:39:29.033] [bbotk] 33.05000 32.52103 68 NA 1351 0.10 0.125970117
## INFO [12:39:29.033] [bbotk] 23.40170 30.48000 68 NA 1352 0.35 0.065194395
## INFO [12:39:29.033] [bbotk] 32.59992 28.60276 68 NA 1353 0.15 0.033445079
## INFO [12:39:29.033] [bbotk] 33.12875 30.48000 68 NA 1354 0.10 0.011734888
## INFO [12:39:29.033] [bbotk] 33.05000 22.72077 68 NA 1355 0.25 0.097867610
## INFO [12:39:29.033] [bbotk] 33.05000 29.53374 68 NA 1356 0.00 0.010996142
## INFO [12:39:29.033] [bbotk] 33.05000 30.48000 68 NA 1357 0.05 0.004402098
## INFO [12:39:29.033] [bbotk] 30.98023 28.61082 68 NA 1358 0.00 0.023268471
## INFO [12:39:29.033] [bbotk] 33.05000 30.48000 68 NA 1359 0.20 0.038892725
## INFO [12:39:29.033] [bbotk] 33.05000 29.63120 68 NA 1360 0.05 0.053855111
## INFO [12:39:29.033] [bbotk] no_changed dist_train
## INFO [12:39:29.033] [bbotk] 2 0.1498761
## INFO [12:39:29.033] [bbotk] 1 0.1537101
## INFO [12:39:29.033] [bbotk] 6 0.2430827
## INFO [12:39:29.033] [bbotk] 6 0.1922267
## INFO [12:39:29.033] [bbotk] 2 0.1755850
## INFO [12:39:29.033] [bbotk] 1 0.1510600
## INFO [12:39:29.033] [bbotk] 5 0.1740624
## INFO [12:39:29.033] [bbotk] 5 0.1403037
## INFO [12:39:29.033] [bbotk] 0 0.1500290
## INFO [12:39:29.033] [bbotk] 3 0.1672368
## INFO [12:39:29.033] [bbotk] 5 0.1584551
## INFO [12:39:29.033] [bbotk] 5 0.2119802
## INFO [12:39:29.033] [bbotk] 4 0.1366108
## INFO [12:39:29.033] [bbotk] 3 0.1531659
## INFO [12:39:29.033] [bbotk] 2 0.1858526
## INFO [12:39:29.033] [bbotk] 2 0.1533449
## INFO [12:39:29.033] [bbotk] 1 0.1544311
## INFO [12:39:29.033] [bbotk] 3 0.1435803
## INFO [12:39:29.033] [bbotk] 4 0.1485883
## INFO [12:39:29.033] [bbotk] 3 0.1902691
## INFO [12:39:29.237] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:29.365] [bbotk] Result of batch 69:
## INFO [12:39:29.371] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:29.371] [bbotk] 1 8 886.0000 0.6643582 129.1600 27.96478 23.88467
## INFO [12:39:29.371] [bbotk] 1 0 975.3990 0.6798417 129.1600 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 5 8 961.1540 0.6644982 129.1600 23.67330 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 903.5941 0.7200000 129.1600 32.29000 26.92941
## INFO [12:39:29.371] [bbotk] 1 8 886.0000 0.7204771 482.7412 31.80284 32.23908
## INFO [12:39:29.371] [bbotk] 1 8 886.0000 0.7200087 129.1600 32.29000 32.60343
## INFO [12:39:29.371] [bbotk] 10 2 922.9710 0.7200000 308.8196 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 900.6384 0.7654986 129.1600 25.30412 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 950.2560 0.7364603 345.9063 22.32993 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 1 4 886.0000 0.7068668 404.7381 33.08204 33.46623
## INFO [12:39:29.371] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 906.9228 0.7401950 129.1600 24.82123 30.08460
## INFO [12:39:29.371] [bbotk] 1 8 886.0000 0.7527086 129.1600 33.85320 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 938.6355 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 901.3415 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 886.0000 0.7244832 129.1600 32.29000 32.81500
## INFO [12:39:29.371] [bbotk] 1 8 997.7661 0.7200000 32.4241 31.36503 33.32251
## INFO [12:39:29.371] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:29.371] [bbotk] 33.05000 30.48000 69 NA 1361 0.10 0.0614440228
## INFO [12:39:29.371] [bbotk] 33.05000 30.48000 69 NA 1362 0.10 0.0970646460
## INFO [12:39:29.371] [bbotk] 33.05000 29.57875 69 NA 1363 0.05 0.1343682751
## INFO [12:39:29.371] [bbotk] 33.05000 30.48000 69 NA 1364 0.05 0.0290566952
## INFO [12:39:29.371] [bbotk] 33.05000 30.47864 69 NA 1365 0.00 0.0261931329
## INFO [12:39:29.371] [bbotk] 33.05000 29.90895 69 NA 1366 0.05 0.0036953083
## INFO [12:39:29.371] [bbotk] 33.05000 30.48000 69 NA 1367 0.15 0.1418649797
## INFO [12:39:29.371] [bbotk] 28.78026 30.48000 69 NA 1368 0.30 0.0545512311
## INFO [12:39:29.371] [bbotk] 33.05000 29.32059 69 NA 1369 0.15 0.0058341029
## INFO [12:39:29.371] [bbotk] 31.62969 30.48000 69 NA 1370 0.15 0.0841103748
## INFO [12:39:29.371] [bbotk] 33.05000 30.48000 69 NA 1371 0.10 0.0000000000
## INFO [12:39:29.371] [bbotk] 33.05000 28.90201 69 NA 1372 0.10 0.0917328493
## INFO [12:39:29.371] [bbotk] 30.95111 28.49535 69 NA 1373 0.00 0.0244515654
## INFO [12:39:29.371] [bbotk] 30.98023 29.72446 69 NA 1374 0.00 0.0621573558
## INFO [12:39:29.371] [bbotk] 33.05000 30.48000 69 NA 1375 0.20 0.0117501757
## INFO [12:39:29.371] [bbotk] 33.05000 30.48000 69 NA 1376 0.10 0.0000000000
## INFO [12:39:29.371] [bbotk] 32.52675 26.18943 69 NA 1377 0.05 0.0418720418
## INFO [12:39:29.371] [bbotk] 33.05000 28.00175 69 NA 1378 0.00 0.0179068002
## INFO [12:39:29.371] [bbotk] 33.05000 30.48000 69 NA 1379 0.10 0.0007325514
## INFO [12:39:29.371] [bbotk] 36.21036 30.48000 69 NA 1380 0.15 0.0611959057
## INFO [12:39:29.371] [bbotk] no_changed dist_train
## INFO [12:39:29.371] [bbotk] 3 0.1646898
## INFO [12:39:29.371] [bbotk] 3 0.1868526
## INFO [12:39:29.371] [bbotk] 5 0.2260314
## INFO [12:39:29.371] [bbotk] 2 0.1579730
## INFO [12:39:29.371] [bbotk] 5 0.1758066
## INFO [12:39:29.371] [bbotk] 3 0.1505010
## INFO [12:39:29.371] [bbotk] 4 0.2316530
## INFO [12:39:29.371] [bbotk] 4 0.1748527
## INFO [12:39:29.371] [bbotk] 1 0.1526426
## INFO [12:39:29.371] [bbotk] 5 0.1941311
## INFO [12:39:29.371] [bbotk] 0 0.1500290
## INFO [12:39:29.371] [bbotk] 6 0.1550038
## INFO [12:39:29.371] [bbotk] 3 0.1435593
## INFO [12:39:29.371] [bbotk] 6 0.1500379
## INFO [12:39:29.371] [bbotk] 2 0.1585112
## INFO [12:39:29.371] [bbotk] 0 0.1500290
## INFO [12:39:29.371] [bbotk] 3 0.1611352
## INFO [12:39:29.371] [bbotk] 2 0.1550716
## INFO [12:39:29.371] [bbotk] 1 0.1492964
## INFO [12:39:29.371] [bbotk] 5 0.1838477
## INFO [12:39:29.568] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:29.693] [bbotk] Result of batch 70:
## INFO [12:39:29.698] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:29.698] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 11 7 886.0000 0.7200000 577.5984 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 900.9398 0.7305085 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 5 988.7155 0.6898799 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 10 8 882.3515 0.7200000 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 886.0000 0.7158714 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 1014.4896 0.6866261 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 902.1418 0.7003233 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 10 8 975.6723 0.7200000 129.1600 35.67813
## INFO [12:39:29.698] [bbotk] 1 4 919.3869 0.7200000 462.4281 32.29000
## INFO [12:39:29.698] [bbotk] 6 8 1020.1000 0.7200000 348.5032 32.29000
## INFO [12:39:29.698] [bbotk] 10 8 907.7567 0.7201415 129.1600 30.64964
## INFO [12:39:29.698] [bbotk] 1 1 991.4004 0.7170576 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 901.3415 0.7200000 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:29.698] [bbotk] 1 8 882.1971 0.7200000 303.3374 32.29000
## INFO [12:39:29.698] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:29.698] [bbotk] 32.81500 33.05000 30.48000 70 NA 1381 0.05
## INFO [12:39:29.698] [bbotk] 32.81500 30.95111 30.48000 70 NA 1382 0.05
## INFO [12:39:29.698] [bbotk] 32.81500 33.05000 30.80003 70 NA 1383 0.10
## INFO [12:39:29.698] [bbotk] 29.55569 33.05000 24.79331 70 NA 1384 0.00
## INFO [12:39:29.698] [bbotk] 32.81500 33.05000 32.66756 70 NA 1385 0.15
## INFO [12:39:29.698] [bbotk] 32.81500 30.98023 28.61082 70 NA 1386 0.10
## INFO [12:39:29.698] [bbotk] 32.81500 33.05000 28.70806 70 NA 1387 0.20
## INFO [12:39:29.698] [bbotk] 32.81500 30.54613 28.26690 70 NA 1388 0.10
## INFO [12:39:29.698] [bbotk] 32.41129 30.62100 29.91595 70 NA 1389 0.00
## INFO [12:39:29.698] [bbotk] 23.47187 34.64154 21.59320 70 NA 1390 0.15
## INFO [12:39:29.698] [bbotk] 24.59899 33.05000 30.48000 70 NA 1391 0.05
## INFO [12:39:29.698] [bbotk] 32.19481 33.05000 29.91799 70 NA 1392 0.00
## INFO [12:39:29.698] [bbotk] 33.86857 33.05000 29.14862 70 NA 1393 0.10
## INFO [12:39:29.698] [bbotk] 35.80723 28.02355 29.73957 70 NA 1394 0.25
## INFO [12:39:29.698] [bbotk] 32.61014 33.05000 30.48000 70 NA 1395 0.10
## INFO [12:39:29.698] [bbotk] 32.81500 33.05000 30.81352 70 NA 1396 0.15
## INFO [12:39:29.698] [bbotk] 32.81500 31.89973 30.50146 70 NA 1397 0.20
## INFO [12:39:29.698] [bbotk] 32.81500 33.05000 29.63120 70 NA 1398 0.00
## INFO [12:39:29.698] [bbotk] 32.81500 33.05000 28.49535 70 NA 1399 0.20
## INFO [12:39:29.698] [bbotk] 32.81500 32.62572 28.61082 70 NA 1400 0.20
## INFO [12:39:29.698] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:29.698] [bbotk] 0.004402098 1 0.1544311
## INFO [12:39:29.698] [bbotk] 0.151934857 4 0.2431403
## INFO [12:39:29.698] [bbotk] 0.008621476 3 0.1539650
## INFO [12:39:29.698] [bbotk] 0.141396766 5 0.1970951
## INFO [12:39:29.698] [bbotk] 0.071124102 3 0.2211531
## INFO [12:39:29.698] [bbotk] 0.015854297 2 0.1509944
## INFO [12:39:29.698] [bbotk] 0.008916305 1 0.1557248
## INFO [12:39:29.698] [bbotk] 0.018937403 2 0.1532660
## INFO [12:39:29.698] [bbotk] 0.012646229 4 0.1531218
## INFO [12:39:29.698] [bbotk] 0.136890383 5 0.2255521
## INFO [12:39:29.698] [bbotk] 0.040793738 3 0.1643090
## INFO [12:39:29.698] [bbotk] 0.005232895 2 0.1520414
## INFO [12:39:29.698] [bbotk] 0.115268265 5 0.2398550
## INFO [12:39:29.698] [bbotk] 0.122265597 6 0.1534788
## INFO [12:39:29.698] [bbotk] 0.120709886 4 0.2579483
## INFO [12:39:29.698] [bbotk] 0.074956429 5 0.2104344
## INFO [12:39:29.698] [bbotk] 0.100345714 5 0.1313102
## INFO [12:39:29.698] [bbotk] 0.009707484 2 0.1546336
## INFO [12:39:29.698] [bbotk] 0.009986661 1 0.1567952
## INFO [12:39:29.698] [bbotk] 0.022852813 4 0.1682465
## INFO [12:39:29.904] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:30.032] [bbotk] Result of batch 71:
## INFO [12:39:30.037] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:30.037] [bbotk] 1 7 969.3281 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 1020.9158 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 920.9029 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 9 901.3415 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 6 5 879.7158 0.7200000 282.5426 32.29000
## INFO [12:39:30.037] [bbotk] 1 3 886.0000 0.7200000 733.6701 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 906.2612 0.6884134 129.1600 30.13873
## INFO [12:39:30.037] [bbotk] 6 8 975.2060 0.7200000 129.1600 31.62375
## INFO [12:39:30.037] [bbotk] 1 7 886.0000 0.7086661 953.9482 31.91468
## INFO [12:39:30.037] [bbotk] 4 1 894.6181 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 886.0000 0.7202291 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 886.0000 0.6930592 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 8 885.1291 0.7200000 129.1600 32.29000
## INFO [12:39:30.037] [bbotk] 1 4 871.0783 0.6566063 916.8857 32.29000
## INFO [12:39:30.037] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 27.42609 71 NA 1401 0.00
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 29.91799 71 NA 1402 0.10
## INFO [12:39:30.037] [bbotk] 25.60212 30.95111 30.48000 71 NA 1403 0.05
## INFO [12:39:30.037] [bbotk] 32.41371 33.05000 24.77761 71 NA 1404 0.10
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 29.88015 71 NA 1405 0.10
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 25.67328 71 NA 1406 0.00
## INFO [12:39:30.037] [bbotk] 32.81500 22.21659 30.48000 71 NA 1407 0.20
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 30.48000 71 NA 1408 0.00
## INFO [12:39:30.037] [bbotk] 32.81500 30.98023 30.48000 71 NA 1409 0.10
## INFO [12:39:30.037] [bbotk] 27.07413 33.05000 30.48000 71 NA 1410 0.00
## INFO [12:39:30.037] [bbotk] 28.18173 31.12246 29.67850 71 NA 1411 0.00
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 25.91859 71 NA 1412 0.00
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 30.48000 71 NA 1413 0.20
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 29.79881 71 NA 1414 0.10
## INFO [12:39:30.037] [bbotk] 32.19481 33.05000 30.48000 71 NA 1415 0.05
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 29.57875 71 NA 1416 0.10
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 30.48000 71 NA 1417 0.10
## INFO [12:39:30.037] [bbotk] 32.81500 33.05000 30.48000 71 NA 1418 0.05
## INFO [12:39:30.037] [bbotk] 32.37169 33.05000 29.64772 71 NA 1419 0.00
## INFO [12:39:30.037] [bbotk] 33.16416 33.05000 25.48853 71 NA 1420 0.00
## INFO [12:39:30.037] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:30.037] [bbotk] 0.103718689 3 0.1842715
## INFO [12:39:30.037] [bbotk] 0.003546196 2 0.1489373
## INFO [12:39:30.037] [bbotk] 0.082316832 3 0.1851097
## INFO [12:39:30.037] [bbotk] 0.042618328 3 0.1628075
## INFO [12:39:30.037] [bbotk] 0.003018432 1 0.1498269
## INFO [12:39:30.037] [bbotk] 0.088447097 3 0.1750146
## INFO [12:39:30.037] [bbotk] 0.163118032 5 0.2543235
## INFO [12:39:30.037] [bbotk] 0.096229293 2 0.1874347
## INFO [12:39:30.037] [bbotk] 0.006448695 1 0.1564777
## INFO [12:39:30.037] [bbotk] 0.043417282 4 0.1424901
## INFO [12:39:30.037] [bbotk] 0.121169299 6 0.2115034
## INFO [12:39:30.037] [bbotk] 0.136202361 5 0.2239415
## INFO [12:39:30.037] [bbotk] 0.120700964 3 0.1516654
## INFO [12:39:30.037] [bbotk] 0.003427696 1 0.1502362
## INFO [12:39:30.037] [bbotk] 0.002404880 1 0.1524338
## INFO [12:39:30.037] [bbotk] 0.004572497 2 0.1513061
## INFO [12:39:30.037] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:30.037] [bbotk] 0.004402098 1 0.1544311
## INFO [12:39:30.037] [bbotk] 0.006215617 3 0.1530241
## INFO [12:39:30.037] [bbotk] 0.149683079 6 0.1836399
## INFO [12:39:30.193] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:30.346] [bbotk] Result of batch 72:
## INFO [12:39:30.352] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:30.352] [bbotk] 1 0 906.9228 0.7204979 129.1600 29.79605
## INFO [12:39:30.352] [bbotk] 1 8 912.3607 0.7200000 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 8 903.5941 0.7006972 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 8 906.8968 0.7200000 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 8 954.8851 0.7282592 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 8 886.0000 0.6681577 141.9788 32.29000
## INFO [12:39:30.352] [bbotk] 1 8 885.1291 0.7200000 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 8 919.6524 0.7200000 353.5728 32.29000
## INFO [12:39:30.352] [bbotk] 3 8 886.0000 0.7200000 129.1600 34.82078
## INFO [12:39:30.352] [bbotk] 11 8 1020.9854 0.7200000 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 3 886.0000 0.7156730 129.1600 33.55578
## INFO [12:39:30.352] [bbotk] 1 8 997.9784 0.7279884 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 7 856.8221 0.6606824 728.7411 32.29000
## INFO [12:39:30.352] [bbotk] 1 3 993.2254 0.7200000 129.1600 31.10922
## INFO [12:39:30.352] [bbotk] 8 8 917.0515 0.7200000 129.1600 25.86503
## INFO [12:39:30.352] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:30.352] [bbotk] 1 3 882.6191 0.7200000 963.1321 28.74208
## INFO [12:39:30.352] [bbotk] 1 8 861.9142 0.7200000 129.1600 23.46678
## INFO [12:39:30.352] [bbotk] 1 8 914.0050 0.7200000 129.1600 33.08204
## INFO [12:39:30.352] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:30.352] [bbotk] 22.57093 33.05000 30.48000 72 NA 1421 0.05
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 24.70434 72 NA 1422 0.10
## INFO [12:39:30.352] [bbotk] 24.66479 29.75615 26.95964 72 NA 1423 0.10
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 30.48000 72 NA 1424 0.05
## INFO [12:39:30.352] [bbotk] 23.61988 27.92529 28.49127 72 NA 1425 0.15
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 30.48000 72 NA 1426 0.10
## INFO [12:39:30.352] [bbotk] 32.37169 33.05000 30.48000 72 NA 1427 0.05
## INFO [12:39:30.352] [bbotk] 32.81500 25.65236 30.48000 72 NA 1428 0.35
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 28.49535 72 NA 1429 0.20
## INFO [12:39:30.352] [bbotk] 31.89423 33.05000 26.86308 72 NA 1430 0.00
## INFO [12:39:30.352] [bbotk] 32.81500 30.95111 30.48000 72 NA 1431 0.10
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 24.08441 72 NA 1432 0.20
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 30.48000 72 NA 1433 0.10
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 30.48000 72 NA 1434 0.05
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 30.48000 72 NA 1435 0.00
## INFO [12:39:30.352] [bbotk] 32.08380 33.05000 30.48000 72 NA 1436 0.05
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 30.48000 72 NA 1437 0.10
## INFO [12:39:30.352] [bbotk] 32.81500 33.05000 30.48000 72 NA 1438 0.00
## INFO [12:39:30.352] [bbotk] 28.50244 39.89897 30.48000 72 NA 1439 0.05
## INFO [12:39:30.352] [bbotk] 32.33900 33.05000 28.90201 72 NA 1440 0.00
## INFO [12:39:30.352] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:30.352] [bbotk] 0.116261340 5 0.2012186
## INFO [12:39:30.352] [bbotk] 0.038403996 2 0.1677592
## INFO [12:39:30.352] [bbotk] 0.068968903 5 0.1615647
## INFO [12:39:30.352] [bbotk] 0.007404963 1 0.1560165
## INFO [12:39:30.352] [bbotk] 0.087388792 5 0.1732481
## INFO [12:39:30.352] [bbotk] 0.009264167 2 0.1566633
## INFO [12:39:30.352] [bbotk] 0.002027622 2 0.1520566
## INFO [12:39:30.352] [bbotk] 0.048859684 3 0.1756418
## INFO [12:39:30.352] [bbotk] 0.079180759 3 0.2259893
## INFO [12:39:30.352] [bbotk] 0.128427335 4 0.2438102
## INFO [12:39:30.352] [bbotk] 0.014464905 2 0.1498761
## INFO [12:39:30.352] [bbotk] 0.096899756 4 0.1848847
## INFO [12:39:30.352] [bbotk] 0.040985818 2 0.1798130
## INFO [12:39:30.352] [bbotk] 0.115956151 4 0.2071616
## INFO [12:39:30.352] [bbotk] 0.101658330 3 0.1912005
## INFO [12:39:30.352] [bbotk] 0.098990308 4 0.2156978
## INFO [12:39:30.352] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:30.352] [bbotk] 0.126164517 4 0.2171241
## INFO [12:39:30.352] [bbotk] 0.082752049 4 0.2041814
## INFO [12:39:30.352] [bbotk] 0.022955517 4 0.1478767
## INFO [12:39:30.540] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:30.666] [bbotk] Result of batch 73:
## INFO [12:39:30.671] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:30.671] [bbotk] 12 8 908.3657 0.6905773 129.1600 32.29000 32.81500
## INFO [12:39:30.671] [bbotk] 1 8 868.4454 0.7103658 129.1600 32.29000 27.99768
## INFO [12:39:30.671] [bbotk] 1 8 907.4305 0.7200000 129.1600 32.95106 32.81500
## INFO [12:39:30.671] [bbotk] 4 8 886.0000 0.7200000 790.9193 32.29000 22.07073
## INFO [12:39:30.671] [bbotk] 1 8 940.7935 0.7200000 844.2746 32.29000 32.14550
## INFO [12:39:30.671] [bbotk] 1 3 886.0000 0.7200000 158.7726 32.29000 32.90308
## INFO [12:39:30.671] [bbotk] 1 8 886.0000 0.7200000 129.1600 28.36540 32.55344
## INFO [12:39:30.671] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:30.671] [bbotk] 1 8 886.0000 0.7200000 618.3594 29.79605 27.55515
## INFO [12:39:30.671] [bbotk] 5 7 886.0000 0.7396257 885.2298 32.29000 32.81500
## INFO [12:39:30.671] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:30.671] [bbotk] 1 8 883.0759 0.6606824 129.1600 30.36284 31.52051
## INFO [12:39:30.671] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:30.671] [bbotk] 6 8 861.4446 0.7200000 129.1600 32.29000 35.45337
## INFO [12:39:30.671] [bbotk] 1 8 903.5941 0.6961201 168.0869 32.29000 35.56776
## INFO [12:39:30.671] [bbotk] 1 0 886.0000 0.7200000 604.6918 32.29000 32.37169
## INFO [12:39:30.671] [bbotk] 1 8 914.1412 0.7200000 129.1600 21.92344 32.81500
## INFO [12:39:30.671] [bbotk] 2 8 940.5575 0.7200000 129.1600 32.29000 34.06661
## INFO [12:39:30.671] [bbotk] 1 8 901.3786 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:30.671] [bbotk] 1 7 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:30.671] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:30.671] [bbotk] 33.05000 30.48000 73 NA 1441 0.05 0.071556664
## INFO [12:39:30.671] [bbotk] 33.05000 30.48000 73 NA 1442 0.15 0.026474583
## INFO [12:39:30.671] [bbotk] 31.14155 28.91833 73 NA 1443 0.00 0.024107289
## INFO [12:39:30.671] [bbotk] 25.54449 30.48000 73 NA 1444 0.20 0.164818531
## INFO [12:39:30.671] [bbotk] 33.05000 30.48000 73 NA 1445 0.00 0.066262369
## INFO [12:39:30.671] [bbotk] 33.05000 30.00071 73 NA 1446 0.00 0.063409219
## INFO [12:39:30.671] [bbotk] 38.73729 29.57875 73 NA 1447 0.00 0.039351031
## INFO [12:39:30.671] [bbotk] 33.05000 30.48000 73 NA 1448 0.05 0.002404880
## INFO [12:39:30.671] [bbotk] 33.05000 24.59970 73 NA 1449 0.30 0.090475320
## INFO [12:39:30.671] [bbotk] 33.05000 32.02177 73 NA 1450 0.15 0.175395960
## INFO [12:39:30.671] [bbotk] 30.95111 30.48000 73 NA 1451 0.10 0.014464905
## INFO [12:39:30.671] [bbotk] 33.05000 24.90613 73 NA 1452 0.25 0.051692674
## INFO [12:39:30.671] [bbotk] 33.05000 28.87404 73 NA 1453 0.00 0.012978856
## INFO [12:39:30.671] [bbotk] 33.05000 30.48000 73 NA 1454 0.25 0.077755550
## INFO [12:39:30.671] [bbotk] 33.05000 27.06009 73 NA 1455 0.15 0.040428256
## INFO [12:39:30.671] [bbotk] 33.05000 29.18420 73 NA 1456 0.00 0.096487806
## INFO [12:39:30.671] [bbotk] 30.76165 23.33921 73 NA 1457 0.10 0.095513738
## INFO [12:39:30.671] [bbotk] 33.17061 28.87375 73 NA 1458 0.10 0.091468111
## INFO [12:39:30.671] [bbotk] 33.05000 30.48000 73 NA 1459 0.05 0.005449549
## INFO [12:39:30.671] [bbotk] 33.05000 30.48000 73 NA 1460 0.10 0.058823529
## INFO [12:39:30.671] [bbotk] no_changed dist_train
## INFO [12:39:30.671] [bbotk] 3 0.2104314
## INFO [12:39:30.671] [bbotk] 3 0.1647117
## INFO [12:39:30.671] [bbotk] 4 0.1456515
## INFO [12:39:30.671] [bbotk] 4 0.2924952
## INFO [12:39:30.671] [bbotk] 3 0.1998975
## INFO [12:39:30.671] [bbotk] 4 0.1507738
## INFO [12:39:30.671] [bbotk] 4 0.1726374
## INFO [12:39:30.671] [bbotk] 1 0.1524338
## INFO [12:39:30.671] [bbotk] 4 0.1956012
## INFO [12:39:30.671] [bbotk] 5 0.2633334
## INFO [12:39:30.671] [bbotk] 2 0.1498761
## INFO [12:39:30.671] [bbotk] 5 0.1545121
## INFO [12:39:30.671] [bbotk] 2 0.1513622
## INFO [12:39:30.671] [bbotk] 3 0.2271641
## INFO [12:39:30.671] [bbotk] 5 0.1681927
## INFO [12:39:30.671] [bbotk] 4 0.1844728
## INFO [12:39:30.671] [bbotk] 4 0.1899420
## INFO [12:39:30.671] [bbotk] 5 0.2141302
## INFO [12:39:30.671] [bbotk] 1 0.1540611
## INFO [12:39:30.671] [bbotk] 1 0.1500290
## INFO [12:39:30.852] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:30.980] [bbotk] Result of batch 74:
## INFO [12:39:30.986] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:30.986] [bbotk] 1 4 909.1659 0.6942098 129.16000 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 909.9017 0.7537327 362.19516 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 7 8 906.9228 0.7344302 129.16000 26.65464 24.28411
## INFO [12:39:30.986] [bbotk] 1 8 886.0000 0.7200000 129.16000 29.79605 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 870.4694 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 886.0000 0.7202291 129.16000 30.67926 32.55344
## INFO [12:39:30.986] [bbotk] 1 8 885.3470 0.7232692 863.42290 32.29000 32.49531
## INFO [12:39:30.986] [bbotk] 1 8 972.2809 0.7214423 563.58346 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 9 8 886.0000 0.6606824 602.36959 22.57981 32.81500
## INFO [12:39:30.986] [bbotk] 6 8 886.0000 0.7200000 649.22189 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 923.1065 0.7200000 129.16000 32.29000 24.81859
## INFO [12:39:30.986] [bbotk] 1 4 886.0000 0.7200000 23.68998 32.32813 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 886.0000 0.7200000 129.16000 26.68435 32.81500
## INFO [12:39:30.986] [bbotk] 1 8 901.3746 0.7427613 720.39047 32.29000 25.20523
## INFO [12:39:30.986] [bbotk] 1 8 901.3399 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:30.986] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:30.986] [bbotk] 32.92136 29.92172 74 NA 1461 0.05 0.074456715
## INFO [12:39:30.986] [bbotk] 33.05000 27.53304 74 NA 1462 0.10 0.043230307
## INFO [12:39:30.986] [bbotk] 33.05000 29.67850 74 NA 1463 0.10 0.004033114
## INFO [12:39:30.986] [bbotk] 30.98023 30.48000 74 NA 1464 0.10 0.006448695
## INFO [12:39:30.986] [bbotk] 33.05000 30.48000 74 NA 1465 0.00 0.058823529
## INFO [12:39:30.986] [bbotk] 33.05000 29.66903 74 NA 1466 0.10 0.004080738
## INFO [12:39:30.986] [bbotk] 30.98023 30.48000 74 NA 1467 0.00 0.131216248
## INFO [12:39:30.986] [bbotk] 33.05000 28.61082 74 NA 1468 0.20 0.019625244
## INFO [12:39:30.986] [bbotk] 33.05000 30.48000 74 NA 1469 0.10 0.005503400
## INFO [12:39:30.986] [bbotk] 33.05000 30.48000 74 NA 1470 0.05 0.007652112
## INFO [12:39:30.986] [bbotk] 33.05000 30.48000 74 NA 1471 0.00 0.047439775
## INFO [12:39:30.986] [bbotk] 33.05000 30.48000 74 NA 1472 0.05 0.057691242
## INFO [12:39:30.986] [bbotk] 39.83977 32.87152 74 NA 1473 0.00 0.170775885
## INFO [12:39:30.986] [bbotk] 33.05000 27.64844 74 NA 1474 0.15 0.105252077
## INFO [12:39:30.986] [bbotk] 33.05000 30.70515 74 NA 1475 0.10 0.045289018
## INFO [12:39:30.986] [bbotk] 33.05000 30.48000 74 NA 1476 0.40 0.065506014
## INFO [12:39:30.986] [bbotk] 30.95111 30.48000 74 NA 1477 0.10 0.006539409
## INFO [12:39:30.986] [bbotk] 33.05000 29.91799 74 NA 1478 0.10 0.025798700
## INFO [12:39:30.986] [bbotk] 33.05000 29.63400 74 NA 1479 0.00 0.079516179
## INFO [12:39:30.986] [bbotk] 33.05000 30.48000 74 NA 1480 0.05 0.005435829
## INFO [12:39:30.986] [bbotk] no_changed dist_train
## INFO [12:39:30.986] [bbotk] 5 0.1305717
## INFO [12:39:30.986] [bbotk] 4 0.1743283
## INFO [12:39:30.986] [bbotk] 1 0.1508416
## INFO [12:39:30.986] [bbotk] 1 0.1564777
## INFO [12:39:30.986] [bbotk] 1 0.1500290
## INFO [12:39:30.986] [bbotk] 1 0.1508892
## INFO [12:39:30.986] [bbotk] 6 0.2249199
## INFO [12:39:30.986] [bbotk] 2 0.1477066
## INFO [12:39:30.986] [bbotk] 1 0.1555324
## INFO [12:39:30.986] [bbotk] 3 0.1567638
## INFO [12:39:30.986] [bbotk] 4 0.1964004
## INFO [12:39:30.986] [bbotk] 3 0.1965185
## INFO [12:39:30.986] [bbotk] 6 0.2957760
## INFO [12:39:30.986] [bbotk] 3 0.2520606
## INFO [12:39:30.986] [bbotk] 3 0.1611607
## INFO [12:39:30.986] [bbotk] 3 0.1448619
## INFO [12:39:30.986] [bbotk] 1 0.1565684
## INFO [12:39:30.986] [bbotk] 2 0.1645276
## INFO [12:39:30.986] [bbotk] 5 0.2014914
## INFO [12:39:30.986] [bbotk] 1 0.1540474
## INFO [12:39:31.170] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:31.308] [bbotk] Result of batch 75:
## INFO [12:39:31.314] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:31.314] [bbotk] 1 8 903.7833 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.314] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.314] [bbotk] 1 3 916.6358 0.7200000 129.1600 31.33035 33.86257
## INFO [12:39:31.314] [bbotk] 1 8 869.0704 0.7195637 129.1600 32.29000 32.81500
## INFO [12:39:31.314] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.37169
## INFO [12:39:31.314] [bbotk] 7 8 886.0000 0.7200000 129.1600 30.67926 32.81500
## INFO [12:39:31.314] [bbotk] 1 8 901.3415 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.314] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:31.314] [bbotk] 1 4 886.0000 0.7200000 129.1600 33.08204 32.81500
## INFO [12:39:31.314] [bbotk] 12 8 886.0000 0.7200000 129.1600 32.29000 33.47154
## INFO [12:39:31.314] [bbotk] 1 5 886.0000 0.7200000 129.1600 27.74200 26.13296
## INFO [12:39:31.314] [bbotk] 1 8 913.4715 0.7200000 129.1600 22.23259 31.62764
## INFO [12:39:31.314] [bbotk] 1 8 901.3415 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.314] [bbotk] 1 8 901.3786 0.6964005 129.1600 34.69572 32.81500
## INFO [12:39:31.314] [bbotk] 7 5 886.0000 0.7200000 364.2877 31.57814 31.21249
## INFO [12:39:31.314] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000 32.75138
## INFO [12:39:31.314] [bbotk] 1 4 909.2078 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.314] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.314] [bbotk] 6 2 902.1418 0.7200000 335.7017 32.29000 32.81500
## INFO [12:39:31.314] [bbotk] 1 5 899.8214 0.7200000 129.1600 27.04596 32.81500
## INFO [12:39:31.314] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:31.314] [bbotk] 33.22575 30.48000 75 NA 1481 0.05 0.006849269
## INFO [12:39:31.314] [bbotk] 33.05000 28.92629 75 NA 1482 0.20 0.007818197
## INFO [12:39:31.314] [bbotk] 26.14187 27.85006 75 NA 1483 0.30 0.112431218
## INFO [12:39:31.314] [bbotk] 30.95111 28.49535 75 NA 1484 0.15 0.022596529
## INFO [12:39:31.314] [bbotk] 33.05000 29.64772 75 NA 1485 0.00 0.005907000
## INFO [12:39:31.314] [bbotk] 33.05000 30.48000 75 NA 1486 0.10 0.065423982
## INFO [12:39:31.314] [bbotk] 33.05000 30.48000 75 NA 1487 0.05 0.005436377
## INFO [12:39:31.314] [bbotk] 33.05000 22.73850 75 NA 1488 0.05 0.100183292
## INFO [12:39:31.314] [bbotk] 33.05000 30.48000 75 NA 1489 0.10 0.062069129
## INFO [12:39:31.314] [bbotk] 30.98023 30.48000 75 NA 1490 0.10 0.067818023
## INFO [12:39:31.314] [bbotk] 33.05000 25.16195 75 NA 1491 0.20 0.130130812
## INFO [12:39:31.314] [bbotk] 33.05000 30.48000 75 NA 1492 0.05 0.055551895
## INFO [12:39:31.314] [bbotk] 33.05000 29.63120 75 NA 1493 0.00 0.009707484
## INFO [12:39:31.314] [bbotk] 33.05000 29.63510 75 NA 1494 0.00 0.023415258
## INFO [12:39:31.314] [bbotk] 35.76739 30.48000 75 NA 1495 0.05 0.149793661
## INFO [12:39:31.314] [bbotk] 28.35699 30.48000 75 NA 1496 0.25 0.073692011
## INFO [12:39:31.314] [bbotk] 33.05000 30.48000 75 NA 1497 0.10 0.067047403
## INFO [12:39:31.314] [bbotk] 30.95111 30.48000 75 NA 1498 0.10 0.014464905
## INFO [12:39:31.314] [bbotk] 33.57282 29.32287 75 NA 1499 0.05 0.143598949
## INFO [12:39:31.314] [bbotk] 33.05000 28.87404 75 NA 1500 0.00 0.093291278
## INFO [12:39:31.314] [bbotk] no_changed dist_train
## INFO [12:39:31.314] [bbotk] 2 0.1552115
## INFO [12:39:31.314] [bbotk] 1 0.1546267
## INFO [12:39:31.314] [bbotk] 6 0.1840224
## INFO [12:39:31.314] [bbotk] 4 0.1574126
## INFO [12:39:31.314] [bbotk] 2 0.1527155
## INFO [12:39:31.314] [bbotk] 2 0.2152071
## INFO [12:39:31.314] [bbotk] 1 0.1540479
## INFO [12:39:31.314] [bbotk] 3 0.1500472
## INFO [12:39:31.314] [bbotk] 2 0.1352463
## INFO [12:39:31.314] [bbotk] 3 0.2172266
## INFO [12:39:31.314] [bbotk] 4 0.1911559
## INFO [12:39:31.314] [bbotk] 3 0.1712590
## INFO [12:39:31.314] [bbotk] 2 0.1546336
## INFO [12:39:31.314] [bbotk] 4 0.1606420
## INFO [12:39:31.314] [bbotk] 6 0.2405040
## INFO [12:39:31.314] [bbotk] 3 0.2237210
## INFO [12:39:31.314] [bbotk] 2 0.1302680
## INFO [12:39:31.314] [bbotk] 2 0.1498761
## INFO [12:39:31.314] [bbotk] 6 0.2299172
## INFO [12:39:31.314] [bbotk] 4 0.1796130
## INFO [12:39:31.530] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:31.685] [bbotk] Result of batch 76:
## INFO [12:39:31.690] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:31.690] [bbotk] 4 8 909.5415 0.6657525 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 9 8 918.6708 0.7200000 199.2419 32.20579
## INFO [12:39:31.690] [bbotk] 7 8 903.4021 0.6615700 232.2632 30.57666
## INFO [12:39:31.690] [bbotk] 7 5 886.0000 0.6814353 812.4922 32.29000
## INFO [12:39:31.690] [bbotk] 1 8 904.1076 0.7200000 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 8 1002.8532 0.7200000 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 9 908.3657 0.6920006 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 0 908.6398 0.7200000 344.5568 32.29000
## INFO [12:39:31.690] [bbotk] 1 8 947.0686 0.7292979 129.1600 25.37674
## INFO [12:39:31.690] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.26068
## INFO [12:39:31.690] [bbotk] 1 8 886.0000 0.7329161 129.1600 21.46394
## INFO [12:39:31.690] [bbotk] 1 8 886.0000 0.7514068 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 8 886.0000 0.7200000 666.6920 32.29000
## INFO [12:39:31.690] [bbotk] 1 8 905.2743 0.7200000 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:31.690] [bbotk] 1 8 886.0000 0.7200000 129.1600 22.13370
## INFO [12:39:31.690] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 30.20127 76 NA 1501 0.15
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 26.07697 76 NA 1502 0.05
## INFO [12:39:31.690] [bbotk] 32.77647 33.05000 26.74569 76 NA 1503 0.10
## INFO [12:39:31.690] [bbotk] 32.44496 33.05000 22.35223 76 NA 1504 0.15
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 28.45667 76 NA 1505 0.05
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 29.36176 76 NA 1506 0.00
## INFO [12:39:31.690] [bbotk] 32.37169 33.05000 30.48000 76 NA 1507 0.05
## INFO [12:39:31.690] [bbotk] 25.71761 33.05000 28.67444 76 NA 1508 0.00
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 30.48000 76 NA 1509 0.10
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 28.98655 76 NA 1510 0.05
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 22.09764 76 NA 1511 0.20
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 30.48000 76 NA 1512 0.10
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 30.48000 76 NA 1513 0.15
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 30.01278 76 NA 1514 0.05
## INFO [12:39:31.690] [bbotk] 32.81500 34.10405 28.08831 76 NA 1515 0.00
## INFO [12:39:31.690] [bbotk] 32.12791 32.15497 30.03698 76 NA 1516 0.05
## INFO [12:39:31.690] [bbotk] 32.81500 33.05000 28.38706 76 NA 1517 0.20
## INFO [12:39:31.690] [bbotk] 32.81500 33.04153 30.48000 76 NA 1518 0.20
## INFO [12:39:31.690] [bbotk] 33.97050 33.05000 29.02881 76 NA 1519 0.15
## INFO [12:39:31.690] [bbotk] 32.04277 33.05000 28.08585 76 NA 1520 0.10
## INFO [12:39:31.690] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:31.690] [bbotk] 0.077432164 4 0.2045559
## INFO [12:39:31.690] [bbotk] 0.080979389 2 0.1356531
## INFO [12:39:31.690] [bbotk] 0.094022579 6 0.2179168
## INFO [12:39:31.690] [bbotk] 0.130271615 7 0.2299697
## INFO [12:39:31.690] [bbotk] 0.176412868 5 0.2643978
## INFO [12:39:31.690] [bbotk] 0.012043515 2 0.1522975
## INFO [12:39:31.690] [bbotk] 0.043126937 2 0.1785162
## INFO [12:39:31.690] [bbotk] 0.107930576 5 0.1849834
## INFO [12:39:31.690] [bbotk] 0.080174427 3 0.1699624
## INFO [12:39:31.690] [bbotk] 0.059003373 4 0.1628445
## INFO [12:39:31.690] [bbotk] 0.042299795 2 0.1888680
## INFO [12:39:31.690] [bbotk] 0.046473222 2 0.1908581
## INFO [12:39:31.690] [bbotk] 0.005131822 1 0.1518928
## INFO [12:39:31.690] [bbotk] 0.035612325 2 0.1824208
## INFO [12:39:31.690] [bbotk] 0.022148981 3 0.1565264
## INFO [12:39:31.690] [bbotk] 0.007682161 3 0.1544907
## INFO [12:39:31.690] [bbotk] 0.010531562 1 0.1573401
## INFO [12:39:31.690] [bbotk] 0.058849905 2 0.1500553
## INFO [12:39:31.690] [bbotk] 0.070606440 3 0.1413136
## INFO [12:39:31.690] [bbotk] 0.056659886 3 0.1787524
## INFO [12:39:31.854] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:31.983] [bbotk] Result of batch 77:
## INFO [12:39:31.989] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:31.989] [bbotk] 1 8 939.4662 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 4 886.0000 0.7200000 129.1600 33.08204 32.81500
## INFO [12:39:31.989] [bbotk] 1 6 886.0000 0.7009963 129.1600 32.29000 24.61558
## INFO [12:39:31.989] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:31.989] [bbotk] 1 8 857.8535 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 3 886.0000 0.6763894 927.8816 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 4 909.2078 0.6935079 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 6 886.0000 0.7200000 415.3404 25.38505 29.19848
## INFO [12:39:31.989] [bbotk] 12 3 956.4056 0.7200000 129.1600 23.86385 32.81500
## INFO [12:39:31.989] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 25.14877
## INFO [12:39:31.989] [bbotk] 1 8 922.4374 0.7200000 129.1600 32.29000 32.58769
## INFO [12:39:31.989] [bbotk] 1 8 886.0000 0.7592938 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 12 8 886.0000 0.7200000 129.1600 32.29000 32.37169
## INFO [12:39:31.989] [bbotk] 1 6 869.6153 0.7200000 125.5629 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 8 901.3415 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:31.989] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:31.989] [bbotk] 33.05000 30.48000 77 NA 1521 0.10 0.018946199
## INFO [12:39:31.989] [bbotk] 33.05000 28.90201 77 NA 1522 0.10 0.070009487
## INFO [12:39:31.989] [bbotk] 33.05000 28.61082 77 NA 1523 0.10 0.103128569
## INFO [12:39:31.989] [bbotk] 30.98023 28.61082 77 NA 1524 0.00 0.023268471
## INFO [12:39:31.989] [bbotk] 33.05000 29.91799 77 NA 1525 0.00 0.005951077
## INFO [12:39:31.989] [bbotk] 33.05000 22.15329 77 NA 1526 0.25 0.051873546
## INFO [12:39:31.989] [bbotk] 26.85189 29.63120 77 NA 1527 0.20 0.138954858
## INFO [12:39:31.989] [bbotk] 33.05000 30.48000 77 NA 1528 0.05 0.071376170
## INFO [12:39:31.989] [bbotk] 30.95111 28.49535 77 NA 1529 0.00 0.024451565
## INFO [12:39:31.989] [bbotk] 33.05000 30.48000 77 NA 1530 0.05 0.118850162
## INFO [12:39:31.989] [bbotk] 30.18409 30.48000 77 NA 1531 0.00 0.186053545
## INFO [12:39:31.989] [bbotk] 30.95111 28.49535 77 NA 1532 0.00 0.024451565
## INFO [12:39:31.989] [bbotk] 33.05000 29.21556 77 NA 1533 0.10 0.036089332
## INFO [12:39:31.989] [bbotk] 33.05000 30.48000 77 NA 1534 0.10 0.013793340
## INFO [12:39:31.989] [bbotk] 37.61087 28.87404 77 NA 1535 0.25 0.028711771
## INFO [12:39:31.989] [bbotk] 33.05000 21.37422 77 NA 1536 0.20 0.106362386
## INFO [12:39:31.989] [bbotk] 33.05000 30.48000 77 NA 1537 0.10 0.064852171
## INFO [12:39:31.989] [bbotk] 33.05000 28.61082 77 NA 1538 0.00 0.016819776
## INFO [12:39:31.989] [bbotk] 33.05000 29.63120 77 NA 1539 0.00 0.009707484
## INFO [12:39:31.989] [bbotk] 33.05000 29.36176 77 NA 1540 0.10 0.005626935
## INFO [12:39:31.989] [bbotk] no_changed dist_train
## INFO [12:39:31.989] [bbotk] 1 0.1577734
## INFO [12:39:31.989] [bbotk] 3 0.1415102
## INFO [12:39:31.989] [bbotk] 4 0.1911135
## INFO [12:39:31.989] [bbotk] 3 0.1435803
## INFO [12:39:31.989] [bbotk] 3 0.1513422
## INFO [12:39:31.989] [bbotk] 2 0.1986821
## INFO [12:39:31.989] [bbotk] 5 0.2269398
## INFO [12:39:31.989] [bbotk] 3 0.1313288
## INFO [12:39:31.989] [bbotk] 3 0.1435593
## INFO [12:39:31.989] [bbotk] 4 0.2032848
## INFO [12:39:31.989] [bbotk] 5 0.2652291
## INFO [12:39:31.989] [bbotk] 3 0.1435593
## INFO [12:39:31.989] [bbotk] 2 0.1647497
## INFO [12:39:31.989] [bbotk] 2 0.1508577
## INFO [12:39:31.989] [bbotk] 3 0.1720031
## INFO [12:39:31.989] [bbotk] 3 0.2509619
## INFO [12:39:31.989] [bbotk] 3 0.1560428
## INFO [12:39:31.989] [bbotk] 2 0.1500289
## INFO [12:39:31.989] [bbotk] 2 0.1546336
## INFO [12:39:31.989] [bbotk] 1 0.1524354
## INFO [12:39:32.174] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:32.304] [bbotk] Result of batch 78:
## INFO [12:39:32.309] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:32.309] [bbotk] 1 8 904.1076 0.7200000 124.5623 23.29017 32.81500
## INFO [12:39:32.309] [bbotk] 1 8 886.0000 0.7200000 129.1600 28.28891 26.43567
## INFO [12:39:32.309] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 27.93961
## INFO [12:39:32.309] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:32.309] [bbotk] 1 8 873.8987 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:32.309] [bbotk] 1 8 915.0894 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:32.309] [bbotk] 1 0 948.9289 0.7287165 129.1600 32.29000 31.61488
## INFO [12:39:32.309] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:32.309] [bbotk] 9 8 886.0000 0.7200000 643.3342 32.29000 23.91523
## INFO [12:39:32.309] [bbotk] 1 8 874.1946 0.7200000 129.1600 32.29000 21.88272
## INFO [12:39:32.309] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:32.309] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:32.309] [bbotk] 1 9 885.3026 0.6833175 129.1600 35.37054 31.23286
## INFO [12:39:32.309] [bbotk] 1 8 982.0667 0.7167855 129.1600 23.60013 32.81500
## INFO [12:39:32.309] [bbotk] 3 1 901.3415 0.6606824 543.9407 32.29000 32.81500
## INFO [12:39:32.309] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:32.309] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.35314 32.81500
## INFO [12:39:32.309] [bbotk] 11 8 886.0000 0.7200000 129.1600 35.20660 22.09178
## INFO [12:39:32.309] [bbotk] 1 7 987.8598 0.7200000 129.1600 32.29000 22.73517
## INFO [12:39:32.309] [bbotk] 1 8 886.0000 0.7423359 102.8830 32.29000 32.79344
## INFO [12:39:32.309] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:32.309] [bbotk] 33.05000 29.36176 78 NA 1541 0.00 0.049207257
## INFO [12:39:32.309] [bbotk] 33.05000 28.57720 78 NA 1542 0.15 0.050706995
## INFO [12:39:32.309] [bbotk] 33.05000 30.48000 78 NA 1543 0.10 0.018904934
## INFO [12:39:32.309] [bbotk] 30.98023 30.48000 78 NA 1544 0.05 0.013862869
## INFO [12:39:32.309] [bbotk] 33.05000 29.98395 78 NA 1545 0.10 0.006784293
## INFO [12:39:32.309] [bbotk] 31.46685 30.48000 78 NA 1546 0.15 0.015240624
## INFO [12:39:32.309] [bbotk] 33.05000 29.91799 78 NA 1547 0.00 0.090028812
## INFO [12:39:32.309] [bbotk] 30.95111 28.49535 78 NA 1548 0.10 0.016526070
## INFO [12:39:32.309] [bbotk] 30.96104 21.39738 78 NA 1549 0.15 0.177361260
## INFO [12:39:32.309] [bbotk] 30.98213 28.58142 78 NA 1550 0.05 0.062570896
## INFO [12:39:32.309] [bbotk] 33.05000 28.61082 78 NA 1551 0.20 0.068229131
## INFO [12:39:32.309] [bbotk] 33.05000 30.48000 78 NA 1552 0.10 0.000000000
## INFO [12:39:32.309] [bbotk] 33.05000 31.59279 78 NA 1553 0.10 0.089422330
## INFO [12:39:32.309] [bbotk] 35.48716 28.29508 78 NA 1554 0.05 0.088764164
## INFO [12:39:32.309] [bbotk] 33.05000 30.37409 78 NA 1555 0.15 0.158974528
## INFO [12:39:32.309] [bbotk] 33.05000 28.61082 78 NA 1556 0.20 0.009405602
## INFO [12:39:32.309] [bbotk] 33.05000 28.88066 78 NA 1557 0.20 0.008306549
## INFO [12:39:32.309] [bbotk] 25.83136 28.60122 78 NA 1558 0.15 0.144300378
## INFO [12:39:32.309] [bbotk] 33.05000 30.48000 78 NA 1559 0.10 0.134004182
## INFO [12:39:32.309] [bbotk] 37.67925 22.46107 78 NA 1560 0.35 0.060133197
## INFO [12:39:32.309] [bbotk] no_changed dist_train
## INFO [12:39:32.309] [bbotk] 4 0.1689361
## INFO [12:39:32.309] [bbotk] 3 0.1558328
## INFO [12:39:32.309] [bbotk] 1 0.1602905
## INFO [12:39:32.309] [bbotk] 2 0.1504782
## INFO [12:39:32.309] [bbotk] 2 0.1535928
## INFO [12:39:32.309] [bbotk] 2 0.1491004
## INFO [12:39:32.309] [bbotk] 5 0.1737478
## INFO [12:39:32.309] [bbotk] 2 0.1514848
## INFO [12:39:32.309] [bbotk] 5 0.2894263
## INFO [12:39:32.309] [bbotk] 4 0.1747674
## INFO [12:39:32.309] [bbotk] 2 0.2150376
## INFO [12:39:32.309] [bbotk] 0 0.1500290
## INFO [12:39:32.309] [bbotk] 6 0.1806278
## INFO [12:39:32.309] [bbotk] 5 0.1902812
## INFO [12:39:32.309] [bbotk] 6 0.1888731
## INFO [12:39:32.309] [bbotk] 1 0.1562141
## INFO [12:39:32.309] [bbotk] 2 0.1551151
## INFO [12:39:32.309] [bbotk] 5 0.2556735
## INFO [12:39:32.309] [bbotk] 3 0.2237922
## INFO [12:39:32.309] [bbotk] 5 0.2033371
## INFO [12:39:32.525] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:32.653] [bbotk] Result of batch 79:
## INFO [12:39:32.659] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:32.659] [bbotk] 1 9 889.2223 0.7200000 129.1600 29.78446
## INFO [12:39:32.659] [bbotk] 4 8 904.8639 0.7194604 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 8 886.0000 0.7200000 568.4346 35.07982
## INFO [12:39:32.659] [bbotk] 1 8 889.4603 0.7200000 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.16417
## INFO [12:39:32.659] [bbotk] 1 8 907.1997 0.7200000 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 8 908.3657 0.7447690 341.1048 32.29000
## INFO [12:39:32.659] [bbotk] 1 8 902.5595 0.7200000 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 9 8 991.2619 0.7200000 129.5162 26.69264
## INFO [12:39:32.659] [bbotk] 1 8 1010.3308 0.7200000 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 8 914.0050 0.7200000 129.1600 28.10177
## INFO [12:39:32.659] [bbotk] 1 8 886.0000 0.7251368 108.7502 22.14468
## INFO [12:39:32.659] [bbotk] 1 8 935.4217 0.7200000 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 7 886.0000 0.7308861 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 5 880.4146 0.6790057 855.4386 28.09322
## INFO [12:39:32.659] [bbotk] 1 8 886.0000 0.6869830 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] 1 3 886.0000 0.7200000 129.1600 35.01400
## INFO [12:39:32.659] [bbotk] 1 8 919.6524 0.7200000 129.1600 32.29000
## INFO [12:39:32.659] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:32.659] [bbotk] 27.23321 33.05000 29.44609 79 NA 1561 0.05
## INFO [12:39:32.659] [bbotk] 32.81500 33.05000 21.77368 79 NA 1562 0.05
## INFO [12:39:32.659] [bbotk] 33.26410 33.05000 30.72208 79 NA 1563 0.15
## INFO [12:39:32.659] [bbotk] 31.94585 32.48733 28.75370 79 NA 1564 0.10
## INFO [12:39:32.659] [bbotk] 24.65196 33.05000 28.52153 79 NA 1565 0.15
## INFO [12:39:32.659] [bbotk] 32.81500 30.97520 30.48000 79 NA 1566 0.05
## INFO [12:39:32.659] [bbotk] 36.04727 29.85655 26.72366 79 NA 1567 0.20
## INFO [12:39:32.659] [bbotk] 32.81500 33.05000 30.48000 79 NA 1568 0.15
## INFO [12:39:32.659] [bbotk] 23.77088 34.62628 30.23685 79 NA 1569 0.00
## INFO [12:39:32.659] [bbotk] 26.20173 30.98023 30.48000 79 NA 1570 0.05
## INFO [12:39:32.659] [bbotk] 32.81500 27.39234 30.48000 79 NA 1571 0.35
## INFO [12:39:32.659] [bbotk] 32.81500 33.05000 30.48000 79 NA 1572 0.10
## INFO [12:39:32.659] [bbotk] 32.81500 33.05000 30.48000 79 NA 1573 0.15
## INFO [12:39:32.659] [bbotk] 32.81500 31.05985 24.74870 79 NA 1574 0.10
## INFO [12:39:32.659] [bbotk] 32.81500 33.05000 30.48000 79 NA 1575 0.10
## INFO [12:39:32.659] [bbotk] 24.14502 33.05000 27.59978 79 NA 1576 0.00
## INFO [12:39:32.659] [bbotk] 32.81500 33.05000 26.99065 79 NA 1577 0.05
## INFO [12:39:32.659] [bbotk] 32.81500 24.06440 30.48000 79 NA 1578 0.25
## INFO [12:39:32.659] [bbotk] 32.81500 31.59491 30.48000 79 NA 1579 0.05
## INFO [12:39:32.659] [bbotk] 32.81500 33.05000 30.48000 79 NA 1580 0.10
## INFO [12:39:32.659] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:32.659] [bbotk] 0.0970792280 5 0.1834009
## INFO [12:39:32.659] [bbotk] 0.1094061016 4 0.2438981
## INFO [12:39:32.659] [bbotk] 0.0415729618 4 0.1886914
## INFO [12:39:32.659] [bbotk] 0.0150361582 4 0.1503747
## INFO [12:39:32.659] [bbotk] 0.0491880735 3 0.1742701
## INFO [12:39:32.659] [bbotk] 0.0139766403 2 0.1503644
## INFO [12:39:32.659] [bbotk] 0.0413849206 3 0.1757136
## INFO [12:39:32.659] [bbotk] 0.0250874056 3 0.1704310
## INFO [12:39:32.659] [bbotk] 0.0470723766 4 0.1742748
## INFO [12:39:32.659] [bbotk] 0.1511751935 6 0.2341934
## INFO [12:39:32.659] [bbotk] 0.0616849919 2 0.1868033
## INFO [12:39:32.659] [bbotk] 0.0270862240 2 0.1516235
## INFO [12:39:32.659] [bbotk] 0.0436754605 3 0.1855345
## INFO [12:39:32.659] [bbotk] 0.0525532457 3 0.1626757
## INFO [12:39:32.659] [bbotk] 0.0007181815 1 0.1493297
## INFO [12:39:32.659] [bbotk] 0.1087143405 4 0.1932176
## INFO [12:39:32.659] [bbotk] 0.1471974408 6 0.2208057
## INFO [12:39:32.659] [bbotk] 0.0333909241 2 0.1732332
## INFO [12:39:32.659] [bbotk] 0.0745194510 3 0.1657249
## INFO [12:39:32.659] [bbotk] 0.0119250139 1 0.1524160
## INFO [12:39:32.874] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:33.025] [bbotk] Result of batch 80:
## INFO [12:39:33.030] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:33.030] [bbotk] 1 1 886.0000 0.7200000 129.16000 33.69145
## INFO [12:39:33.030] [bbotk] 1 8 886.0000 0.6904859 281.12430 32.45241
## INFO [12:39:33.030] [bbotk] 1 8 908.3657 0.6905773 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 6 886.0000 0.6935079 129.16000 33.17097
## INFO [12:39:33.030] [bbotk] 1 8 996.0304 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 906.9228 0.7200000 95.44021 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 1 906.9228 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 901.3415 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 3 1021.2332 0.7200000 129.16000 34.50974
## INFO [12:39:33.030] [bbotk] 11 8 985.7968 0.6914777 129.16000 25.42724
## INFO [12:39:33.030] [bbotk] 10 8 886.0000 0.7200000 858.24959 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 904.5523 0.7200000 129.16000 32.29000
## INFO [12:39:33.030] [bbotk] 1 8 919.6524 0.7200000 129.16000 30.67926
## INFO [12:39:33.030] [bbotk] 1 8 886.0000 0.7200000 129.16000 22.87731
## INFO [12:39:33.030] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:33.030] [bbotk] 24.07355 32.72026 26.93257 80 NA 1581 0.05
## INFO [12:39:33.030] [bbotk] 32.81500 31.63117 30.31508 80 NA 1582 0.10
## INFO [12:39:33.030] [bbotk] 32.81500 30.95111 28.49535 80 NA 1583 0.00
## INFO [12:39:33.030] [bbotk] 32.81500 34.40528 29.21125 80 NA 1584 0.10
## INFO [12:39:33.030] [bbotk] 25.75533 26.03286 24.67461 80 NA 1585 0.30
## INFO [12:39:33.030] [bbotk] 32.81500 30.95111 30.48000 80 NA 1586 0.10
## INFO [12:39:33.030] [bbotk] 32.81500 33.05000 27.54743 80 NA 1587 0.10
## INFO [12:39:33.030] [bbotk] 32.81500 24.67375 30.48000 80 NA 1588 0.35
## INFO [12:39:33.030] [bbotk] 32.19481 33.05000 29.91799 80 NA 1589 0.00
## INFO [12:39:33.030] [bbotk] 32.81500 33.05000 30.48000 80 NA 1590 0.15
## INFO [12:39:33.030] [bbotk] 27.84125 33.05000 23.73705 80 NA 1591 0.10
## INFO [12:39:33.030] [bbotk] 32.81500 30.95111 30.48000 80 NA 1592 0.10
## INFO [12:39:33.030] [bbotk] 32.81500 33.05000 27.48951 80 NA 1593 0.00
## INFO [12:39:33.030] [bbotk] 22.17945 33.05000 30.48000 80 NA 1594 0.05
## INFO [12:39:33.030] [bbotk] 32.81500 33.05000 30.48000 80 NA 1595 0.05
## INFO [12:39:33.030] [bbotk] 32.81500 30.98023 28.61082 80 NA 1596 0.10
## INFO [12:39:33.030] [bbotk] 32.81500 32.11699 30.48000 80 NA 1597 0.15
## INFO [12:39:33.030] [bbotk] 32.81500 25.88211 28.51278 80 NA 1598 0.20
## INFO [12:39:33.030] [bbotk] 32.55344 33.05000 29.57875 80 NA 1599 0.00
## INFO [12:39:33.030] [bbotk] 32.19481 24.73757 30.48000 80 NA 1600 0.25
## INFO [12:39:33.030] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:33.030] [bbotk] 0.117340231 5 0.14650168
## INFO [12:39:33.030] [bbotk] 0.020141768 5 0.16433679
## INFO [12:39:33.030] [bbotk] 0.029259204 4 0.13875164
## INFO [12:39:33.030] [bbotk] 0.077369200 5 0.16510493
## INFO [12:39:33.030] [bbotk] 0.117440332 4 0.20329963
## INFO [12:39:33.030] [bbotk] 0.014464905 2 0.14987614
## INFO [12:39:33.030] [bbotk] 0.073580065 2 0.16156505
## INFO [12:39:33.030] [bbotk] 0.035598166 3 0.16722898
## INFO [12:39:33.030] [bbotk] 0.005232895 2 0.15204140
## INFO [12:39:33.030] [bbotk] 0.066237704 2 0.09720217
## INFO [12:39:33.030] [bbotk] 0.058652920 3 0.17286216
## INFO [12:39:33.030] [bbotk] 0.006539409 1 0.15656837
## INFO [12:39:33.030] [bbotk] 0.130888535 4 0.21291775
## INFO [12:39:33.030] [bbotk] 0.168210581 5 0.25480512
## INFO [12:39:33.030] [bbotk] 0.103938003 2 0.25396696
## INFO [12:39:33.030] [bbotk] 0.015854297 2 0.15099443
## INFO [12:39:33.030] [bbotk] 0.002906933 1 0.15293589
## INFO [12:39:33.030] [bbotk] 0.038805758 3 0.15998608
## INFO [12:39:33.030] [bbotk] 0.024074751 4 0.14026629
## INFO [12:39:33.030] [bbotk] 0.066874567 3 0.19274082
## INFO [12:39:33.211] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:33.339] [bbotk] Result of batch 81:
## INFO [12:39:33.344] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:33.344] [bbotk] 8 0 886.0000 0.6634985 159.01601 22.60937
## INFO [12:39:33.344] [bbotk] 1 8 886.0000 0.6980204 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 1 8 911.6602 0.7200000 129.16000 32.20514
## INFO [12:39:33.344] [bbotk] 1 8 904.0883 0.7200000 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 1 9 867.4369 0.7118047 144.12988 32.29000
## INFO [12:39:33.344] [bbotk] 7 8 906.9228 0.7200000 469.94337 32.29000
## INFO [12:39:33.344] [bbotk] 4 8 886.0000 0.7200000 919.40887 32.06428
## INFO [12:39:33.344] [bbotk] 1 6 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 8 8 906.9228 0.7200000 129.16000 32.91739
## INFO [12:39:33.344] [bbotk] 1 6 998.9500 0.7200000 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 10 8 979.0442 0.7200000 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 11 8 888.0267 0.7200000 129.16000 32.62972
## INFO [12:39:33.344] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 1 6 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 1 8 908.3657 0.7200000 129.16000 24.19570
## INFO [12:39:33.344] [bbotk] 1 8 1011.1486 0.7166187 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 1 1 921.5742 0.7200000 72.99066 32.29000
## INFO [12:39:33.344] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000
## INFO [12:39:33.344] [bbotk] 1 8 929.1347 0.7200000 129.16000 31.39108
## INFO [12:39:33.344] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:33.344] [bbotk] 36.31733 35.65034 30.48000 81 NA 1601 0.25
## INFO [12:39:33.344] [bbotk] 32.81500 26.47183 31.16434 81 NA 1602 0.35
## INFO [12:39:33.344] [bbotk] 32.81500 32.65931 30.48000 81 NA 1603 0.10
## INFO [12:39:33.344] [bbotk] 32.81500 33.05000 28.34670 81 NA 1604 0.00
## INFO [12:39:33.344] [bbotk] 32.19481 33.05000 30.48000 81 NA 1605 0.10
## INFO [12:39:33.344] [bbotk] 32.81500 33.05000 30.48000 81 NA 1606 0.00
## INFO [12:39:33.344] [bbotk] 32.81500 33.05000 28.87404 81 NA 1607 0.15
## INFO [12:39:33.344] [bbotk] 32.81500 33.05000 21.53176 81 NA 1608 0.15
## INFO [12:39:33.344] [bbotk] 32.81500 33.05000 32.10291 81 NA 1609 0.15
## INFO [12:39:33.344] [bbotk] 32.19481 33.05000 29.91799 81 NA 1610 0.00
## INFO [12:39:33.344] [bbotk] 35.94832 33.00907 30.48000 81 NA 1611 0.30
## INFO [12:39:33.344] [bbotk] 25.81556 28.58978 30.48000 81 NA 1612 0.20
## INFO [12:39:33.344] [bbotk] 32.81500 33.05000 30.48000 81 NA 1613 0.10
## INFO [12:39:33.344] [bbotk] 32.81500 30.98023 28.61082 81 NA 1614 0.00
## INFO [12:39:33.344] [bbotk] 32.81500 33.05000 22.98725 81 NA 1615 0.15
## INFO [12:39:33.344] [bbotk] 32.81500 30.95111 28.49535 81 NA 1616 0.00
## INFO [12:39:33.344] [bbotk] 32.81500 33.01407 29.40687 81 NA 1617 0.00
## INFO [12:39:33.344] [bbotk] 32.81500 30.67400 30.48000 81 NA 1618 0.15
## INFO [12:39:33.344] [bbotk] 32.81500 30.95111 28.49535 81 NA 1619 0.00
## INFO [12:39:33.344] [bbotk] 22.19813 33.05000 23.13893 81 NA 1620 0.20
## INFO [12:39:33.344] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:33.344] [bbotk] 0.19007820 7 0.2801681
## INFO [12:39:33.344] [bbotk] 0.02753028 3 0.1709796
## INFO [12:39:33.344] [bbotk] 0.01065792 3 0.1536831
## INFO [12:39:33.344] [bbotk] 0.01714441 2 0.1523625
## INFO [12:39:33.344] [bbotk] 0.07007179 5 0.1612772
## INFO [12:39:33.344] [bbotk] 0.08732464 3 0.2359362
## INFO [12:39:33.344] [bbotk] 0.11672848 4 0.2630574
## INFO [12:39:33.344] [bbotk] 0.10385066 2 0.1918356
## INFO [12:39:33.344] [bbotk] 0.07697498 4 0.2255865
## INFO [12:39:33.344] [bbotk] 0.10408124 4 0.1906488
## INFO [12:39:33.344] [bbotk] 0.10407190 4 0.2388169
## INFO [12:39:33.344] [bbotk] 0.10197147 5 0.2282118
## INFO [12:39:33.344] [bbotk] 0.00000000 0 0.1500290
## INFO [12:39:33.344] [bbotk] 0.02326847 3 0.1435803
## INFO [12:39:33.344] [bbotk] 0.09652671 2 0.1845117
## INFO [12:39:33.344] [bbotk] 0.05762017 4 0.1567717
## INFO [12:39:33.344] [bbotk] 0.05041186 4 0.1771103
## INFO [12:39:33.344] [bbotk] 0.08230797 4 0.1132576
## INFO [12:39:33.344] [bbotk] 0.02445157 3 0.1435593
## INFO [12:39:33.344] [bbotk] 0.09707689 4 0.1892779
## INFO [12:39:33.515] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:33.646] [bbotk] Result of batch 82:
## INFO [12:39:33.651] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:33.651] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 886.0000 0.7200000 129.16000 26.36592 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 5 2 951.4714 0.7200000 853.77010 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 886.0000 0.7537894 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 3 4 948.6632 0.6465644 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 906.2844 0.7078865 129.16000 29.87827 32.81500
## INFO [12:39:33.651] [bbotk] 1 2 886.0844 0.7200000 129.16000 27.48365 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 888.0267 0.7200000 437.31843 32.53583 26.35816
## INFO [12:39:33.651] [bbotk] 1 8 886.0000 0.7200000 79.66169 32.29000 25.67177
## INFO [12:39:33.651] [bbotk] 1 8 886.0000 0.7200000 393.97929 32.29000 33.46244
## INFO [12:39:33.651] [bbotk] 1 8 886.0000 0.7200000 129.16000 33.08204 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 899.8214 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 6 909.2078 0.6935079 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 3 864.4628 0.7200000 129.16000 26.95593 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] 1 8 951.1392 0.7418513 129.16000 32.29000 32.81500
## INFO [12:39:33.651] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:33.651] [bbotk] 30.95111 30.48000 82 NA 1621 0.10 0.014464905
## INFO [12:39:33.651] [bbotk] 33.05000 32.13513 82 NA 1622 0.15 0.032604066
## INFO [12:39:33.651] [bbotk] 33.05000 30.48000 82 NA 1623 0.05 0.007414174
## INFO [12:39:33.651] [bbotk] 33.05000 30.48000 82 NA 1624 0.05 0.185684715
## INFO [12:39:33.651] [bbotk] 33.05000 28.61082 82 NA 1625 0.25 0.014926749
## INFO [12:39:33.651] [bbotk] 33.05000 29.63120 82 NA 1626 0.05 0.156122671
## INFO [12:39:33.651] [bbotk] 33.05000 30.48000 82 NA 1627 0.05 0.019050023
## INFO [12:39:33.651] [bbotk] 33.05000 31.60941 82 NA 1628 0.20 0.084231912
## INFO [12:39:33.651] [bbotk] 33.05000 28.49535 82 NA 1629 0.05 0.017912157
## INFO [12:39:33.651] [bbotk] 33.05000 24.57236 82 NA 1630 0.30 0.075557852
## INFO [12:39:33.651] [bbotk] 33.05000 24.71797 82 NA 1631 0.30 0.059755844
## INFO [12:39:33.651] [bbotk] 33.05000 29.91799 82 NA 1632 0.10 0.021724984
## INFO [12:39:33.651] [bbotk] 33.05000 30.48000 82 NA 1633 0.15 0.003245600
## INFO [12:39:33.651] [bbotk] 33.05000 30.48000 82 NA 1634 0.05 0.004897744
## INFO [12:39:33.651] [bbotk] 28.63851 30.48000 82 NA 1635 0.25 0.085120857
## INFO [12:39:33.651] [bbotk] 33.05000 31.46270 82 NA 1636 0.10 0.093258143
## INFO [12:39:33.651] [bbotk] 33.05000 30.48000 82 NA 1637 0.10 0.000000000
## INFO [12:39:33.651] [bbotk] 30.98023 28.61082 82 NA 1638 0.00 0.023268471
## INFO [12:39:33.651] [bbotk] 26.09301 25.13482 82 NA 1639 0.25 0.048572270
## INFO [12:39:33.651] [bbotk] 30.98023 28.61082 82 NA 1640 0.00 0.042507408
## INFO [12:39:33.651] [bbotk] no_changed dist_train
## INFO [12:39:33.651] [bbotk] 2 0.1498761
## INFO [12:39:33.651] [bbotk] 2 0.1769890
## INFO [12:39:33.651] [bbotk] 1 0.1560257
## INFO [12:39:33.651] [bbotk] 4 0.2754727
## INFO [12:39:33.651] [bbotk] 2 0.1584673
## INFO [12:39:33.651] [bbotk] 5 0.1894071
## INFO [12:39:33.651] [bbotk] 3 0.1452910
## INFO [12:39:33.651] [bbotk] 4 0.1751316
## INFO [12:39:33.651] [bbotk] 2 0.1500987
## INFO [12:39:33.651] [bbotk] 5 0.1992035
## INFO [12:39:33.651] [bbotk] 3 0.1787121
## INFO [12:39:33.651] [bbotk] 3 0.1679131
## INFO [12:39:33.651] [bbotk] 1 0.1532746
## INFO [12:39:33.651] [bbotk] 1 0.1535093
## INFO [12:39:33.651] [bbotk] 4 0.1749089
## INFO [12:39:33.651] [bbotk] 4 0.1842177
## INFO [12:39:33.651] [bbotk] 0 0.1500290
## INFO [12:39:33.651] [bbotk] 3 0.1435803
## INFO [12:39:33.651] [bbotk] 2 0.1829009
## INFO [12:39:33.651] [bbotk] 4 0.1521337
## INFO [12:39:33.874] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:34.025] [bbotk] Result of batch 83:
## INFO [12:39:34.030] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:34.030] [bbotk] 6 8 870.0852 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:34.030] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 35.76556
## INFO [12:39:34.030] [bbotk] 3 8 886.0000 0.7200000 911.4509 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 1 8 906.9228 0.7469341 832.0027 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 1 5 886.0000 0.7200000 129.1600 22.22099 31.90055
## INFO [12:39:34.030] [bbotk] 1 8 886.0000 0.7200000 732.3749 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 4 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.16039 32.81500
## INFO [12:39:34.030] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 1 0 901.3415 0.6573891 129.1600 29.56755 32.81500
## INFO [12:39:34.030] [bbotk] 1 8 861.4400 0.7200000 148.9413 30.79651 29.81993
## INFO [12:39:34.030] [bbotk] 1 8 919.6524 0.7200000 129.1600 30.67926 32.55344
## INFO [12:39:34.030] [bbotk] 1 8 870.3537 0.7200000 90.1878 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 1 3 880.7374 0.7200000 386.4167 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 3 8 906.9228 0.7200000 129.1600 21.49438 32.81500
## INFO [12:39:34.030] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.030] [bbotk] 1 8 886.0000 0.7195083 129.1600 29.40885 32.81500
## INFO [12:39:34.030] [bbotk] 1 7 912.3099 0.7200000 129.1600 22.16175 32.81500
## INFO [12:39:34.030] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:34.030] [bbotk] 32.30511 30.48000 83 NA 1641 0.15 0.066783901
## INFO [12:39:34.030] [bbotk] 33.05000 30.48000 83 NA 1642 0.05 0.003123062
## INFO [12:39:34.030] [bbotk] 30.95111 30.48000 83 NA 1643 0.15 0.017980552
## INFO [12:39:34.030] [bbotk] 33.05000 30.48000 83 NA 1644 0.05 0.107229982
## INFO [12:39:34.030] [bbotk] 30.98023 30.48000 83 NA 1645 0.10 0.006448695
## INFO [12:39:34.030] [bbotk] 30.98023 28.61082 83 NA 1646 0.00 0.071159836
## INFO [12:39:34.030] [bbotk] 33.05000 30.86983 83 NA 1647 0.10 0.105591572
## INFO [12:39:34.030] [bbotk] 33.05000 26.89188 83 NA 1648 0.15 0.055380897
## INFO [12:39:34.030] [bbotk] 32.89888 30.48000 83 NA 1649 0.10 0.059294377
## INFO [12:39:34.030] [bbotk] 33.05000 29.09012 83 NA 1650 0.15 0.019818231
## INFO [12:39:34.030] [bbotk] 30.95111 28.49535 83 NA 1651 0.00 0.024451565
## INFO [12:39:34.030] [bbotk] 33.05000 27.49791 83 NA 1652 0.05 0.100652188
## INFO [12:39:34.030] [bbotk] 33.05000 31.21434 83 NA 1653 0.15 0.031355981
## INFO [12:39:34.030] [bbotk] 33.05000 30.48000 83 NA 1654 0.05 0.019539690
## INFO [12:39:34.030] [bbotk] 34.32901 30.89930 83 NA 1655 0.20 0.014050763
## INFO [12:39:34.030] [bbotk] 33.05000 30.48000 83 NA 1656 0.00 0.076606869
## INFO [12:39:34.030] [bbotk] 22.24774 28.61082 83 NA 1657 0.15 0.153537402
## INFO [12:39:34.030] [bbotk] 30.98023 28.61082 83 NA 1658 0.10 0.015854297
## INFO [12:39:34.030] [bbotk] 33.05000 32.71023 83 NA 1659 0.15 0.023109044
## INFO [12:39:34.030] [bbotk] 33.05000 32.11241 83 NA 1660 0.15 0.117864148
## INFO [12:39:34.030] [bbotk] no_changed dist_train
## INFO [12:39:34.030] [bbotk] 3 0.2168129
## INFO [12:39:34.030] [bbotk] 2 0.1517346
## INFO [12:39:34.030] [bbotk] 2 0.1673891
## INFO [12:39:34.030] [bbotk] 2 0.2572589
## INFO [12:39:34.030] [bbotk] 1 0.1564777
## INFO [12:39:34.030] [bbotk] 5 0.1914716
## INFO [12:39:34.030] [bbotk] 4 0.1965511
## INFO [12:39:34.030] [bbotk] 2 0.2021894
## INFO [12:39:34.030] [bbotk] 2 0.2093233
## INFO [12:39:34.030] [bbotk] 2 0.1502155
## INFO [12:39:34.030] [bbotk] 3 0.1435593
## INFO [12:39:34.030] [bbotk] 5 0.1631998
## INFO [12:39:34.030] [bbotk] 5 0.1605015
## INFO [12:39:34.030] [bbotk] 3 0.1448014
## INFO [12:39:34.030] [bbotk] 4 0.1568994
## INFO [12:39:34.030] [bbotk] 3 0.1678123
## INFO [12:39:34.030] [bbotk] 5 0.2530815
## INFO [12:39:34.030] [bbotk] 2 0.1509944
## INFO [12:39:34.030] [bbotk] 3 0.1673332
## INFO [12:39:34.030] [bbotk] 4 0.2074063
## INFO [12:39:34.201] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:34.347] [bbotk] Result of batch 84:
## INFO [12:39:34.353] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:34.353] [bbotk] 1 8 908.3232 0.7200000 129.16000 33.78282 21.79213
## INFO [12:39:34.353] [bbotk] 1 8 906.9721 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 938.3181 0.7200000 303.40989 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 984.3072 0.7200000 129.16000 28.94197 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 11 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 2 0 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 875.5110 0.7200000 129.16000 32.29000 27.02483
## INFO [12:39:34.353] [bbotk] 1 8 906.9460 0.7020235 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 1 899.8214 0.7307769 129.16000 29.78649 26.17332
## INFO [12:39:34.353] [bbotk] 1 6 886.0000 0.7200000 898.69879 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 886.0000 0.7200000 129.16000 33.09201 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 886.0000 0.6606824 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 886.0000 0.6572260 72.13911 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 3 8 983.2796 0.7200000 502.80213 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 905.4723 0.6890459 129.16000 30.67926 32.55344
## INFO [12:39:34.353] [bbotk] 12 8 888.0267 0.7200000 263.53303 21.97030 23.29951
## INFO [12:39:34.353] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] 1 8 900.8227 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:34.353] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:34.353] [bbotk] 33.05000 27.60707 84 NA 1661 0.05 0.071226592
## INFO [12:39:34.353] [bbotk] 33.05000 28.51831 84 NA 1662 0.00 0.017302770
## INFO [12:39:34.353] [bbotk] 33.05000 28.61082 84 NA 1663 0.20 0.009405602
## INFO [12:39:34.353] [bbotk] 33.05000 30.48000 84 NA 1664 0.10 0.029321559
## INFO [12:39:34.353] [bbotk] 33.05000 30.48000 84 NA 1665 0.10 0.048555448
## INFO [12:39:34.353] [bbotk] 30.98023 28.61082 84 NA 1666 0.00 0.023268471
## INFO [12:39:34.353] [bbotk] 30.95111 27.75573 84 NA 1667 0.10 0.079071341
## INFO [12:39:34.353] [bbotk] 33.05000 29.91799 84 NA 1668 0.10 0.120475074
## INFO [12:39:34.353] [bbotk] 33.05000 30.48000 84 NA 1669 0.10 0.026168946
## INFO [12:39:34.353] [bbotk] 33.05000 28.48326 84 NA 1670 0.00 0.020407217
## INFO [12:39:34.353] [bbotk] 35.45051 30.48000 84 NA 1671 0.05 0.108974113
## INFO [12:39:34.353] [bbotk] 25.33585 29.74548 84 NA 1672 0.20 0.134171589
## INFO [12:39:34.353] [bbotk] 33.05000 29.45604 84 NA 1673 0.15 0.008438960
## INFO [12:39:34.353] [bbotk] 38.09453 29.63120 84 NA 1674 0.05 0.029680527
## INFO [12:39:34.353] [bbotk] 33.49711 25.83429 84 NA 1675 0.25 0.038555535
## INFO [12:39:34.353] [bbotk] 33.05000 28.61082 84 NA 1676 0.00 0.125821151
## INFO [12:39:34.353] [bbotk] 25.97583 30.48000 84 NA 1677 0.20 0.041613377
## INFO [12:39:34.353] [bbotk] 34.49865 29.91799 84 NA 1678 0.05 0.154383228
## INFO [12:39:34.353] [bbotk] 33.05000 30.48000 84 NA 1679 0.10 0.000000000
## INFO [12:39:34.353] [bbotk] 25.47155 25.63046 84 NA 1680 0.15 0.053267070
## INFO [12:39:34.353] [bbotk] no_changed dist_train
## INFO [12:39:34.353] [bbotk] 4 0.1804878
## INFO [12:39:34.353] [bbotk] 2 0.1504770
## INFO [12:39:34.353] [bbotk] 1 0.1562141
## INFO [12:39:34.353] [bbotk] 2 0.1681488
## INFO [12:39:34.353] [bbotk] 2 0.1674265
## INFO [12:39:34.353] [bbotk] 3 0.1435803
## INFO [12:39:34.353] [bbotk] 3 0.2140300
## INFO [12:39:34.353] [bbotk] 3 0.2084601
## INFO [12:39:34.353] [bbotk] 2 0.1675545
## INFO [12:39:34.353] [bbotk] 3 0.1477253
## INFO [12:39:34.353] [bbotk] 6 0.1361755
## INFO [12:39:34.353] [bbotk] 4 0.2221566
## INFO [12:39:34.353] [bbotk] 2 0.1552475
## INFO [12:39:34.353] [bbotk] 3 0.1660945
## INFO [12:39:34.353] [bbotk] 4 0.1590220
## INFO [12:39:34.353] [bbotk] 4 0.2483448
## INFO [12:39:34.353] [bbotk] 5 0.1531001
## INFO [12:39:34.353] [bbotk] 7 0.2687202
## INFO [12:39:34.353] [bbotk] 0 0.1500290
## INFO [12:39:34.353] [bbotk] 3 0.1770906
## INFO [12:39:34.577] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:34.708] [bbotk] Result of batch 85:
## INFO [12:39:34.713] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:34.713] [bbotk] 1 8 886.0000 0.7200000 275.8510 33.08204 32.81500
## INFO [12:39:34.713] [bbotk] 1 0 888.0267 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:34.713] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000 31.47303
## INFO [12:39:34.713] [bbotk] 1 8 904.0654 0.7200000 233.2651 30.88136 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 907.9662 0.7200000 129.1600 32.29000 24.03703
## INFO [12:39:34.713] [bbotk] 5 9 921.7249 0.7200000 273.3817 32.29000 25.05559
## INFO [12:39:34.713] [bbotk] 11 7 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 908.3657 0.6905773 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 886.0000 0.7200000 129.1600 24.43033 31.28322
## INFO [12:39:34.713] [bbotk] 1 8 872.0722 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 8 8 886.0000 0.7200000 129.1600 29.86055 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 1 4 909.2078 0.6935079 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 862.7706 0.7110724 129.1600 27.61647 30.32073
## INFO [12:39:34.713] [bbotk] 1 8 902.5487 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:34.713] [bbotk] 1 8 922.2045 0.7200000 129.1600 30.20163 32.73765
## INFO [12:39:34.713] [bbotk] 1 8 886.0000 0.7207340 129.1600 31.67660 27.06028
## INFO [12:39:34.713] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:34.713] [bbotk] 33.05000 28.90201 85 NA 1681 0.20 0.020262880
## INFO [12:39:34.713] [bbotk] 33.05000 30.48000 85 NA 1682 0.05 0.061946591
## INFO [12:39:34.713] [bbotk] 30.98023 30.48000 85 NA 1683 0.05 0.070475863
## INFO [12:39:34.713] [bbotk] 33.05000 31.43642 85 NA 1684 0.10 0.023428363
## INFO [12:39:34.713] [bbotk] 31.57231 28.49969 85 NA 1685 0.20 0.014568794
## INFO [12:39:34.713] [bbotk] 33.86167 30.48000 85 NA 1686 0.10 0.044350434
## INFO [12:39:34.713] [bbotk] 33.05000 30.48000 85 NA 1687 0.10 0.169318679
## INFO [12:39:34.713] [bbotk] 30.98023 21.67822 85 NA 1688 0.00 0.168385895
## INFO [12:39:34.713] [bbotk] 33.05000 30.48000 85 NA 1689 0.05 0.007414174
## INFO [12:39:34.713] [bbotk] 30.95111 30.48000 85 NA 1690 0.05 0.019272543
## INFO [12:39:34.713] [bbotk] 33.05000 30.71267 85 NA 1691 0.10 0.039317553
## INFO [12:39:34.713] [bbotk] 33.16712 30.48000 85 NA 1692 0.15 0.005300353
## INFO [12:39:34.713] [bbotk] 33.05000 30.48000 85 NA 1693 0.10 0.068778869
## INFO [12:39:34.713] [bbotk] 21.46579 30.48000 85 NA 1694 0.25 0.040990128
## INFO [12:39:34.713] [bbotk] 38.18264 30.54566 85 NA 1695 0.00 0.023736101
## INFO [12:39:34.713] [bbotk] 33.05000 30.48000 85 NA 1696 0.05 0.071376170
## INFO [12:39:34.713] [bbotk] 33.05000 29.80638 85 NA 1697 0.05 0.041902791
## INFO [12:39:34.713] [bbotk] 33.05000 28.67607 85 NA 1698 0.00 0.014941448
## INFO [12:39:34.713] [bbotk] 33.05000 30.48000 85 NA 1699 0.10 0.021686992
## INFO [12:39:34.713] [bbotk] 33.05000 27.97920 85 NA 1700 0.15 0.037532022
## INFO [12:39:34.713] [bbotk] no_changed dist_train
## INFO [12:39:34.713] [bbotk] 3 0.1670714
## INFO [12:39:34.713] [bbotk] 3 0.1517346
## INFO [12:39:34.713] [bbotk] 3 0.2115122
## INFO [12:39:34.713] [bbotk] 4 0.1634216
## INFO [12:39:34.713] [bbotk] 2 0.1533983
## INFO [12:39:34.713] [bbotk] 3 0.1701681
## INFO [12:39:34.713] [bbotk] 5 0.2591067
## INFO [12:39:34.713] [bbotk] 4 0.2563709
## INFO [12:39:34.713] [bbotk] 1 0.1560257
## INFO [12:39:34.713] [bbotk] 3 0.1450685
## INFO [12:39:34.713] [bbotk] 3 0.1718231
## INFO [12:39:34.713] [bbotk] 2 0.1550801
## INFO [12:39:34.713] [bbotk] 2 0.2132092
## INFO [12:39:34.713] [bbotk] 2 0.1818268
## INFO [12:39:34.713] [bbotk] 3 0.1695311
## INFO [12:39:34.713] [bbotk] 3 0.1313288
## INFO [12:39:34.713] [bbotk] 5 0.1572473
## INFO [12:39:34.713] [bbotk] 2 0.1512506
## INFO [12:39:34.713] [bbotk] 3 0.1427990
## INFO [12:39:34.713] [bbotk] 4 0.1575869
## INFO [12:39:34.926] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:35.061] [bbotk] Result of batch 86:
## INFO [12:39:35.068] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:35.068] [bbotk] 11 8 886.0000 0.7156296 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] 1 6 886.0000 0.7200000 204.61114 32.29000
## INFO [12:39:35.068] [bbotk] 1 8 946.2672 0.7200000 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] 4 8 886.0000 0.6994418 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] 2 8 877.1549 0.7200000 860.91877 35.47182
## INFO [12:39:35.068] [bbotk] 1 3 886.0000 0.7200000 507.41817 32.29000
## INFO [12:39:35.068] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] 1 1 886.0000 0.7200000 129.16000 29.52785
## INFO [12:39:35.068] [bbotk] 2 0 1008.7024 0.7200000 129.16000 31.05420
## INFO [12:39:35.068] [bbotk] 1 8 866.2968 0.7200000 308.31116 33.95070
## INFO [12:39:35.068] [bbotk] 2 8 907.9434 0.7030892 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] 1 8 886.0000 0.7200000 70.80818 32.69885
## INFO [12:39:35.068] [bbotk] 1 3 1018.4314 0.7200000 374.68211 29.73485
## INFO [12:39:35.068] [bbotk] 1 8 902.0426 0.7200000 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] 1 8 886.0000 0.7200000 129.16000 30.86590
## INFO [12:39:35.068] [bbotk] 1 8 890.3338 0.7200000 76.73581 23.87579
## INFO [12:39:35.068] [bbotk] 1 8 907.4981 0.7200000 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] 1 8 886.0000 0.7200000 429.29466 32.29000
## INFO [12:39:35.068] [bbotk] 6 8 986.1795 0.7200000 129.16000 32.29000
## INFO [12:39:35.068] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:35.068] [bbotk] 32.24654 32.68346 28.48382 86 NA 1701 0.10
## INFO [12:39:35.068] [bbotk] 32.81500 31.42760 28.60929 86 NA 1702 0.10
## INFO [12:39:35.068] [bbotk] 32.81500 33.44096 30.48000 86 NA 1703 0.10
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 29.24234 86 NA 1704 0.15
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 30.48000 86 NA 1705 0.10
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 30.48000 86 NA 1706 0.10
## INFO [12:39:35.068] [bbotk] 32.81500 29.09107 32.73802 86 NA 1707 0.15
## INFO [12:39:35.068] [bbotk] 32.81500 30.98023 28.61082 86 NA 1708 0.00
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 30.48000 86 NA 1709 0.15
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 30.48000 86 NA 1710 0.10
## INFO [12:39:35.068] [bbotk] 32.10327 25.81397 30.48000 86 NA 1711 0.30
## INFO [12:39:35.068] [bbotk] 21.68064 33.05000 29.81532 86 NA 1712 0.00
## INFO [12:39:35.068] [bbotk] 32.81500 33.77183 30.48000 86 NA 1713 0.30
## INFO [12:39:35.068] [bbotk] 27.85478 33.05000 21.50073 86 NA 1714 0.10
## INFO [12:39:35.068] [bbotk] 32.47008 33.05000 29.43207 86 NA 1715 0.00
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 28.85617 86 NA 1716 0.20
## INFO [12:39:35.068] [bbotk] 34.75859 39.29807 30.04403 86 NA 1717 0.20
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 25.27534 86 NA 1718 0.00
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 23.11816 86 NA 1719 0.20
## INFO [12:39:35.068] [bbotk] 32.81500 33.05000 26.81490 86 NA 1720 0.05
## INFO [12:39:35.068] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:35.068] [bbotk] 0.072928615 5 0.2128454
## INFO [12:39:35.068] [bbotk] 0.077960468 4 0.1659454
## INFO [12:39:35.068] [bbotk] 0.022574267 2 0.1614015
## INFO [12:39:35.068] [bbotk] 0.068410535 3 0.2135776
## INFO [12:39:35.068] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:35.068] [bbotk] 0.120275867 4 0.2697699
## INFO [12:39:35.068] [bbotk] 0.105926213 4 0.1971316
## INFO [12:39:35.068] [bbotk] 0.023268471 3 0.1435803
## INFO [12:39:35.068] [bbotk] 0.070142198 2 0.1022782
## INFO [12:39:35.068] [bbotk] 0.166191754 4 0.2557339
## INFO [12:39:35.068] [bbotk] 0.050177412 5 0.1952899
## INFO [12:39:35.068] [bbotk] 0.115882024 5 0.2295003
## INFO [12:39:35.068] [bbotk] 0.007535037 3 0.1558699
## INFO [12:39:35.068] [bbotk] 0.195831665 6 0.2397290
## INFO [12:39:35.068] [bbotk] 0.012295420 3 0.1520456
## INFO [12:39:35.068] [bbotk] 0.014006670 2 0.1503729
## INFO [12:39:35.068] [bbotk] 0.068456266 6 0.1988944
## INFO [12:39:35.068] [bbotk] 0.033807645 2 0.1666091
## INFO [12:39:35.068] [bbotk] 0.055616093 2 0.2024246
## INFO [12:39:35.068] [bbotk] 0.112765647 3 0.2352893
## INFO [12:39:35.302] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:35.434] [bbotk] Result of batch 87:
## INFO [12:39:35.439] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:35.439] [bbotk] 1 8 886.0000 0.6127137 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 11 8 873.5152 0.7070398 129.16000 21.91420
## INFO [12:39:35.439] [bbotk] 6 8 874.6346 0.7303482 262.42824 32.29000
## INFO [12:39:35.439] [bbotk] 1 8 978.7688 0.7200000 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 8 4 977.1113 0.7200000 129.16000 30.49398
## INFO [12:39:35.439] [bbotk] 7 8 906.9228 0.6902447 66.85035 32.29000
## INFO [12:39:35.439] [bbotk] 1 8 1014.9343 0.7148115 129.16000 32.04666
## INFO [12:39:35.439] [bbotk] 1 5 1009.4191 0.7200000 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 11 8 902.5487 0.7200000 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 1 8 914.0050 0.7200000 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 1 5 886.0000 0.7049859 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 1 4 1006.6075 0.6916017 129.16000 29.78029
## INFO [12:39:35.439] [bbotk] 1 8 901.1660 0.7200000 129.16000 24.34775
## INFO [12:39:35.439] [bbotk] 1 8 886.0000 0.7200000 129.16000 33.13695
## INFO [12:39:35.439] [bbotk] 10 8 919.0848 0.7200000 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 1 8 880.5215 0.7200000 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 1 8 901.3415 0.6606824 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 1 4 886.0000 0.6990704 129.16000 32.29000
## INFO [12:39:35.439] [bbotk] 1 8 902.5125 0.7200000 129.16000 32.78306
## INFO [12:39:35.439] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 30.48000 87 NA 1721 0.10
## INFO [12:39:35.439] [bbotk] 32.81500 30.95111 28.49535 87 NA 1722 0.10
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 28.40927 87 NA 1723 0.20
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 30.76549 87 NA 1724 0.15
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 29.35389 87 NA 1725 0.00
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 24.39990 87 NA 1726 0.20
## INFO [12:39:35.439] [bbotk] 23.72275 33.73252 30.48000 87 NA 1727 0.10
## INFO [12:39:35.439] [bbotk] 32.81500 37.45817 28.61082 87 NA 1728 0.00
## INFO [12:39:35.439] [bbotk] 32.81500 30.67990 28.67607 87 NA 1729 0.00
## INFO [12:39:35.439] [bbotk] 25.07738 23.50584 30.48000 87 NA 1730 0.30
## INFO [12:39:35.439] [bbotk] 32.81500 32.56717 31.83071 87 NA 1731 0.15
## INFO [12:39:35.439] [bbotk] 32.81500 27.20340 29.60135 87 NA 1732 0.25
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 30.48000 87 NA 1733 0.05
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 30.48000 87 NA 1734 0.15
## INFO [12:39:35.439] [bbotk] 32.81500 21.55507 30.48000 87 NA 1735 0.30
## INFO [12:39:35.439] [bbotk] 32.81500 30.99942 30.48000 87 NA 1736 0.10
## INFO [12:39:35.439] [bbotk] 32.19481 33.05000 30.48000 87 NA 1737 0.05
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 29.63120 87 NA 1738 0.00
## INFO [12:39:35.439] [bbotk] 32.81500 33.05000 30.48000 87 NA 1739 0.05
## INFO [12:39:35.439] [bbotk] 33.31878 33.05000 30.48000 87 NA 1740 0.10
## INFO [12:39:35.439] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:35.439] [bbotk] 0.017530442 1 0.1468106
## INFO [12:39:35.439] [bbotk] 0.124409043 6 0.2351762
## INFO [12:39:35.439] [bbotk] 0.083208016 5 0.2267486
## INFO [12:39:35.439] [bbotk] 0.034310036 2 0.1731373
## INFO [12:39:35.439] [bbotk] 0.162959342 5 0.2016094
## INFO [12:39:35.439] [bbotk] 0.105550058 5 0.2213241
## INFO [12:39:35.439] [bbotk] 0.084916767 5 0.1970986
## INFO [12:39:35.439] [bbotk] 0.125698092 4 0.1984506
## INFO [12:39:35.439] [bbotk] 0.081149379 4 0.2037497
## INFO [12:39:35.439] [bbotk] 0.069663689 3 0.1774927
## INFO [12:39:35.439] [bbotk] 0.069577864 4 0.1607833
## INFO [12:39:35.439] [bbotk] 0.139123543 6 0.1465652
## INFO [12:39:35.439] [bbotk] 0.037919744 2 0.1715563
## INFO [12:39:35.439] [bbotk] 0.003470589 1 0.1534995
## INFO [12:39:35.439] [bbotk] 0.106361632 3 0.2335460
## INFO [12:39:35.439] [bbotk] 0.008330232 2 0.1583592
## INFO [12:39:35.439] [bbotk] 0.002404880 1 0.1524338
## INFO [12:39:35.439] [bbotk] 0.019399896 3 0.1449411
## INFO [12:39:35.439] [bbotk] 0.062243406 2 0.1386438
## INFO [12:39:35.439] [bbotk] 0.009825282 3 0.1578164
## INFO [12:39:35.623] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:35.766] [bbotk] Result of batch 88:
## INFO [12:39:35.771] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:35.771] [bbotk] 1 4 888.1338 0.7200000 141.83453 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 1013.0244 0.7200000 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 35.44546
## INFO [12:39:35.771] [bbotk] 1 8 980.2848 0.6712712 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 6 4 906.9144 0.7200000 129.16000 33.08209
## INFO [12:39:35.771] [bbotk] 1 7 886.0000 0.7200000 471.16913 32.29000
## INFO [12:39:35.771] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 906.9228 0.7200000 129.16000 29.79605
## INFO [12:39:35.771] [bbotk] 1 8 856.8376 0.7200000 676.10552 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 1 0 919.6524 0.7200000 129.16000 27.46220
## INFO [12:39:35.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 906.5441 0.7126063 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 886.0000 0.7200000 825.80047 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 908.7723 0.7200000 129.16000 33.09302
## INFO [12:39:35.771] [bbotk] 1 9 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:35.771] [bbotk] 1 8 886.0000 0.7200000 88.58571 28.62902
## INFO [12:39:35.771] [bbotk] 1 8 886.0000 0.6985020 657.98882 32.29000
## INFO [12:39:35.771] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:35.771] [bbotk] 34.96496 33.05000 25.83429 88 NA 1741 0.20
## INFO [12:39:35.771] [bbotk] 32.81500 27.46186 28.49535 88 NA 1742 0.25
## INFO [12:39:35.771] [bbotk] 30.71879 33.05000 23.35365 88 NA 1743 0.20
## INFO [12:39:35.771] [bbotk] 27.63115 33.05000 29.85605 88 NA 1744 0.00
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 28.52415 88 NA 1745 0.20
## INFO [12:39:35.771] [bbotk] 32.81500 28.87514 26.60814 88 NA 1746 0.05
## INFO [12:39:35.771] [bbotk] 32.81500 26.60289 30.48000 88 NA 1747 0.20
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 30.48000 88 NA 1748 0.00
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 30.48000 88 NA 1749 0.05
## INFO [12:39:35.771] [bbotk] 32.81500 30.98023 30.48000 88 NA 1750 0.10
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 30.48000 88 NA 1751 0.10
## INFO [12:39:35.771] [bbotk] 32.19481 33.05000 29.91799 88 NA 1752 0.00
## INFO [12:39:35.771] [bbotk] 32.55344 33.05000 29.57875 88 NA 1753 0.00
## INFO [12:39:35.771] [bbotk] 32.81500 30.95111 28.49535 88 NA 1754 0.10
## INFO [12:39:35.771] [bbotk] 21.53894 30.97973 28.61374 88 NA 1755 0.00
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 30.48000 88 NA 1756 0.05
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 30.48000 88 NA 1757 0.15
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 30.48000 88 NA 1758 0.10
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 30.48000 88 NA 1759 0.20
## INFO [12:39:35.771] [bbotk] 32.81500 33.05000 23.93115 88 NA 1760 0.20
## INFO [12:39:35.771] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:35.771] [bbotk] 0.092077650 5 0.1452391
## INFO [12:39:35.771] [bbotk] 0.072409566 3 0.1812244
## INFO [12:39:35.771] [bbotk] 0.056918132 3 0.1886990
## INFO [12:39:35.771] [bbotk] 0.064613515 4 0.1582814
## INFO [12:39:35.771] [bbotk] 0.009841724 1 0.1566502
## INFO [12:39:35.771] [bbotk] 0.160794477 6 0.1820765
## INFO [12:39:35.771] [bbotk] 0.100073269 3 0.1912787
## INFO [12:39:35.771] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:35.771] [bbotk] 0.017633816 2 0.1471904
## INFO [12:39:35.771] [bbotk] 0.050626432 3 0.2006554
## INFO [12:39:35.771] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:35.771] [bbotk] 0.005232895 2 0.1520414
## INFO [12:39:35.771] [bbotk] 0.096081042 5 0.1820164
## INFO [12:39:35.771] [bbotk] 0.016526070 2 0.1514848
## INFO [12:39:35.771] [bbotk] 0.068053616 5 0.1632589
## INFO [12:39:35.771] [bbotk] 0.043106593 1 0.1931356
## INFO [12:39:35.771] [bbotk] 0.011360157 2 0.1595621
## INFO [12:39:35.771] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:35.771] [bbotk] 0.017512518 2 0.1568761
## INFO [12:39:35.771] [bbotk] 0.069188998 3 0.2102010
## INFO [12:39:35.947] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:36.073] [bbotk] Result of batch 89:
## INFO [12:39:36.078] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:36.078] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000 32.87749
## INFO [12:39:36.078] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.078] [bbotk] 1 8 906.9228 0.7200000 285.0556 32.29000 32.81500
## INFO [12:39:36.078] [bbotk] 1 8 901.3415 0.6606824 129.1600 32.29000 32.81500
## INFO [12:39:36.078] [bbotk] 1 8 886.0000 0.6685090 129.1600 32.29000 32.81500
## INFO [12:39:36.078] [bbotk] 1 8 886.0000 0.7126004 129.1600 32.29000 32.25165
## INFO [12:39:36.078] [bbotk] 1 8 886.0000 0.6874723 129.1600 32.29000 29.83016
## INFO [12:39:36.078] [bbotk] 1 8 886.1165 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.078] [bbotk] 1 8 886.0000 0.7200000 961.7840 30.08727 32.81500
## INFO [12:39:36.078] [bbotk] 1 3 886.0000 0.7090498 129.1600 22.39184 34.05025
## INFO [12:39:36.078] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.078] [bbotk] 1 8 886.0000 0.6875800 129.1600 27.40531 32.81500
## INFO [12:39:36.078] [bbotk] 5 8 886.0000 0.7200000 129.1600 32.29000 31.66914
## INFO [12:39:36.078] [bbotk] 1 4 886.0000 0.7200000 211.6583 33.08204 32.81500
## INFO [12:39:36.078] [bbotk] 1 4 909.2078 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.078] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 27.20220
## INFO [12:39:36.078] [bbotk] 1 7 886.0000 0.7200000 678.9721 32.29000 33.24102
## INFO [12:39:36.078] [bbotk] 1 3 906.6608 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.078] [bbotk] 1 8 906.9228 0.7200000 129.1600 28.44070 31.24305
## INFO [12:39:36.078] [bbotk] 1 5 886.0000 0.7200000 929.0616 32.29000 22.19024
## INFO [12:39:36.078] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:36.078] [bbotk] 39.30823 30.48000 89 NA 1761 0.05 0.078564325
## INFO [12:39:36.078] [bbotk] 30.98023 28.61082 89 NA 1762 0.00 0.023268471
## INFO [12:39:36.078] [bbotk] 34.97989 30.48000 89 NA 1763 0.05 0.023073527
## INFO [12:39:36.078] [bbotk] 33.05000 30.48000 89 NA 1764 0.10 0.015128789
## INFO [12:39:36.078] [bbotk] 34.02970 30.48000 89 NA 1765 0.15 0.011465967
## INFO [12:39:36.078] [bbotk] 30.27303 30.48000 89 NA 1766 0.05 0.012045638
## INFO [12:39:36.078] [bbotk] 27.58536 30.48000 89 NA 1767 0.15 0.033914987
## INFO [12:39:36.078] [bbotk] 33.05000 29.91799 89 NA 1768 0.10 0.002869299
## INFO [12:39:36.078] [bbotk] 33.05000 26.55318 89 NA 1769 0.20 0.080306802
## INFO [12:39:36.078] [bbotk] 23.90496 26.91338 89 NA 1770 0.30 0.152402837
## INFO [12:39:36.078] [bbotk] 33.05000 30.48000 89 NA 1771 0.00 0.058823529
## INFO [12:39:36.078] [bbotk] 33.05757 30.48000 89 NA 1772 0.05 0.025337327
## INFO [12:39:36.078] [bbotk] 30.85393 22.00104 89 NA 1773 0.10 0.112774660
## INFO [12:39:36.078] [bbotk] 33.05000 28.90201 89 NA 1774 0.10 0.075114300
## INFO [12:39:36.078] [bbotk] 33.05000 30.48000 89 NA 1775 0.10 0.067047403
## INFO [12:39:36.078] [bbotk] 30.95111 30.57818 89 NA 1776 0.05 0.028797731
## INFO [12:39:36.078] [bbotk] 33.05000 28.58861 89 NA 1777 0.00 0.104014016
## INFO [12:39:36.078] [bbotk] 33.05000 28.94531 89 NA 1778 0.00 0.073867354
## INFO [12:39:36.078] [bbotk] 36.39140 28.61082 89 NA 1779 0.00 0.049099402
## INFO [12:39:36.078] [bbotk] 30.70483 30.48000 89 NA 1780 0.00 0.156825263
## INFO [12:39:36.078] [bbotk] no_changed dist_train
## INFO [12:39:36.078] [bbotk] 3 0.1690358
## INFO [12:39:36.078] [bbotk] 3 0.1435803
## INFO [12:39:36.078] [bbotk] 3 0.1714358
## INFO [12:39:36.078] [bbotk] 2 0.1492123
## INFO [12:39:36.078] [bbotk] 2 0.1589799
## INFO [12:39:36.078] [bbotk] 3 0.1558907
## INFO [12:39:36.078] [bbotk] 3 0.1509617
## INFO [12:39:36.078] [bbotk] 2 0.1495952
## INFO [12:39:36.078] [bbotk] 3 0.2102917
## INFO [12:39:36.078] [bbotk] 6 0.2172602
## INFO [12:39:36.078] [bbotk] 1 0.1500290
## INFO [12:39:36.078] [bbotk] 3 0.1591274
## INFO [12:39:36.078] [bbotk] 4 0.2382414
## INFO [12:39:36.078] [bbotk] 4 0.1466150
## INFO [12:39:36.078] [bbotk] 2 0.1302680
## INFO [12:39:36.078] [bbotk] 3 0.1571044
## INFO [12:39:36.078] [bbotk] 4 0.1913786
## INFO [12:39:36.078] [bbotk] 3 0.1604349
## INFO [12:39:36.078] [bbotk] 5 0.1501616
## INFO [12:39:36.078] [bbotk] 4 0.2480307
## INFO [12:39:36.288] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:36.419] [bbotk] Result of batch 90:
## INFO [12:39:36.424] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:36.424] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 906.9228 0.7200000 479.2379 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 965.4144 0.7200000 129.1600 32.40023
## INFO [12:39:36.424] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 868.8472 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 886.0000 0.7185787 129.1600 32.91052
## INFO [12:39:36.424] [bbotk] 1 8 885.9330 0.7047019 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 6 900.0401 0.6415361 654.2840 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 910.1031 0.6916856 129.1600 32.16977
## INFO [12:39:36.424] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 907.1306 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 7 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 0 914.0050 0.7402156 554.5879 35.30174
## INFO [12:39:36.424] [bbotk] 1 8 1003.5712 0.7200000 841.5157 25.02060
## INFO [12:39:36.424] [bbotk] 1 8 937.4535 0.7317924 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 11 8 921.5917 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 901.3415 0.6606824 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] 1 8 907.0642 0.7200000 129.1600 32.29000
## INFO [12:39:36.424] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:36.424] [bbotk] 32.81500 37.58190 30.48000 90 NA 1781 0.05
## INFO [12:39:36.424] [bbotk] 32.81500 30.98023 30.48000 90 NA 1782 0.00
## INFO [12:39:36.424] [bbotk] 22.12091 33.05000 32.76355 90 NA 1783 0.10
## INFO [12:39:36.424] [bbotk] 32.81500 33.05000 29.51700 90 NA 1784 0.10
## INFO [12:39:36.424] [bbotk] 32.81500 33.05000 30.48000 90 NA 1785 0.15
## INFO [12:39:36.424] [bbotk] 32.81500 34.96085 30.48000 90 NA 1786 0.20
## INFO [12:39:36.424] [bbotk] 32.81500 33.05000 29.61511 90 NA 1787 0.10
## INFO [12:39:36.424] [bbotk] 22.78409 33.05000 30.48000 90 NA 1788 0.00
## INFO [12:39:36.424] [bbotk] 32.81500 33.05000 28.50387 90 NA 1789 0.05
## INFO [12:39:36.424] [bbotk] 32.81500 31.18138 30.48000 90 NA 1790 0.15
## INFO [12:39:36.424] [bbotk] 31.52664 21.45268 28.81920 90 NA 1791 0.05
## INFO [12:39:36.424] [bbotk] 32.81500 30.55087 30.48000 90 NA 1792 0.10
## INFO [12:39:36.424] [bbotk] 32.81500 34.60583 28.90201 90 NA 1793 0.05
## INFO [12:39:36.424] [bbotk] 32.81500 33.05000 28.61082 90 NA 1794 0.00
## INFO [12:39:36.424] [bbotk] 32.81500 34.13011 30.48000 90 NA 1795 0.10
## INFO [12:39:36.424] [bbotk] 32.79013 33.05000 30.48000 90 NA 1796 0.10
## INFO [12:39:36.424] [bbotk] 32.81500 33.05000 29.63120 90 NA 1797 0.00
## INFO [12:39:36.424] [bbotk] 31.07357 33.05000 30.48000 90 NA 1798 0.05
## INFO [12:39:36.424] [bbotk] 32.81500 33.05000 28.63232 90 NA 1799 0.20
## INFO [12:39:36.424] [bbotk] 32.81500 30.97806 28.49936 90 NA 1800 0.00
## INFO [12:39:36.424] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:36.424] [bbotk] 0.072943354 2 0.1638995
## INFO [12:39:36.424] [bbotk] 0.035524929 3 0.1721402
## INFO [12:39:36.424] [bbotk] 0.081551202 4 0.1974229
## INFO [12:39:36.424] [bbotk] 0.004845763 1 0.1516543
## INFO [12:39:36.424] [bbotk] 0.006078241 1 0.1561072
## INFO [12:39:36.424] [bbotk] 0.008728496 3 0.1546764
## INFO [12:39:36.424] [bbotk] 0.006875543 3 0.1536841
## INFO [12:39:36.424] [bbotk] 0.148009279 5 0.2354079
## INFO [12:39:36.424] [bbotk] 0.023604156 4 0.1443210
## INFO [12:39:36.424] [bbotk] 0.005821959 1 0.1558509
## INFO [12:39:36.424] [bbotk] 0.056973895 4 0.1663353
## INFO [12:39:36.424] [bbotk] 0.066609962 2 0.1578154
## INFO [12:39:36.424] [bbotk] 0.123504340 7 0.2061831
## INFO [12:39:36.424] [bbotk] 0.124935327 4 0.2275029
## INFO [12:39:36.424] [bbotk] 0.023525082 3 0.1623523
## INFO [12:39:36.424] [bbotk] 0.071532201 3 0.2104559
## INFO [12:39:36.424] [bbotk] 0.019399896 3 0.1449411
## INFO [12:39:36.424] [bbotk] 0.006752619 1 0.1567816
## INFO [12:39:36.424] [bbotk] 0.009297448 1 0.1561060
## INFO [12:39:36.424] [bbotk] 0.023886245 3 0.1440843
## INFO [12:39:36.608] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:36.748] [bbotk] Result of batch 91:
## INFO [12:39:36.754] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:36.754] [bbotk] 1 8 905.1815 0.7520307 129.1600 35.22383 32.81500
## INFO [12:39:36.754] [bbotk] 3 8 902.5023 0.7200000 927.2766 32.29000 26.88925
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7200000 129.1600 33.08204 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 7 8 886.0000 0.6345831 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 33.06852
## INFO [12:39:36.754] [bbotk] 1 8 965.3776 0.7488965 365.7260 32.29000 29.94731
## INFO [12:39:36.754] [bbotk] 1 8 906.9228 0.7200000 129.1600 29.79605 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.6484325 912.7108 24.47471 26.45439
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7312968 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.6606824 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 907.9936 0.7200000 129.1600 30.30111 32.79366
## INFO [12:39:36.754] [bbotk] 1 8 919.6094 0.7200000 304.0121 32.24534 25.28404
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.6933539 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] 1 8 886.0000 0.7331699 129.1600 32.29000 32.81500
## INFO [12:39:36.754] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:36.754] [bbotk] 33.96953 29.03700 91 NA 1801 0.05 0.034179142
## INFO [12:39:36.754] [bbotk] 33.05000 31.72032 91 NA 1802 0.00 0.143275997
## INFO [12:39:36.754] [bbotk] 30.48963 28.45894 91 NA 1803 0.10 0.018147114
## INFO [12:39:36.754] [bbotk] 33.05000 24.61052 91 NA 1804 0.25 0.032780541
## INFO [12:39:36.754] [bbotk] 33.05000 30.48000 91 NA 1805 0.10 0.000000000
## INFO [12:39:36.754] [bbotk] 33.05000 29.54939 91 NA 1806 0.10 0.004682768
## INFO [12:39:36.754] [bbotk] 26.34700 29.99278 91 NA 1807 0.30 0.096116440
## INFO [12:39:36.754] [bbotk] 33.05000 29.56248 91 NA 1808 0.10 0.005599997
## INFO [12:39:36.754] [bbotk] 39.31777 30.48000 91 NA 1809 0.00 0.078135980
## INFO [12:39:36.754] [bbotk] 33.05000 30.48000 91 NA 1810 0.05 0.017633816
## INFO [12:39:36.754] [bbotk] 35.28988 22.69368 91 NA 1811 0.20 0.163026842
## INFO [12:39:36.754] [bbotk] 33.05000 29.79085 91 NA 1812 0.10 0.005313659
## INFO [12:39:36.754] [bbotk] 33.00560 28.61082 91 NA 1813 0.00 0.016958126
## INFO [12:39:36.754] [bbotk] 29.40446 30.48000 91 NA 1814 0.20 0.011358236
## INFO [12:39:36.754] [bbotk] 33.05000 28.61082 91 NA 1815 0.20 0.009405602
## INFO [12:39:36.754] [bbotk] 33.05000 30.48000 91 NA 1816 0.10 0.009692412
## INFO [12:39:36.754] [bbotk] 33.60632 30.48000 91 NA 1817 0.10 0.017759726
## INFO [12:39:36.754] [bbotk] 32.05125 28.60176 91 NA 1818 0.00 0.064677422
## INFO [12:39:36.754] [bbotk] 33.61842 30.07323 91 NA 1819 0.10 0.008171790
## INFO [12:39:36.754] [bbotk] 33.05000 25.71912 91 NA 1820 0.15 0.026108498
## INFO [12:39:36.754] [bbotk] no_changed dist_train
## INFO [12:39:36.754] [bbotk] 5 0.1704037
## INFO [12:39:36.754] [bbotk] 5 0.2729661
## INFO [12:39:36.754] [bbotk] 2 0.1524758
## INFO [12:39:36.754] [bbotk] 2 0.1795891
## INFO [12:39:36.754] [bbotk] 0 0.1500290
## INFO [12:39:36.754] [bbotk] 1 0.1514913
## INFO [12:39:36.754] [bbotk] 4 0.2139313
## INFO [12:39:36.754] [bbotk] 2 0.1517881
## INFO [12:39:36.754] [bbotk] 5 0.1947236
## INFO [12:39:36.754] [bbotk] 2 0.1471904
## INFO [12:39:36.754] [bbotk] 6 0.2447646
## INFO [12:39:36.754] [bbotk] 2 0.1488542
## INFO [12:39:36.754] [bbotk] 3 0.1498906
## INFO [12:39:36.754] [bbotk] 1 0.1613872
## INFO [12:39:36.754] [bbotk] 1 0.1562141
## INFO [12:39:36.754] [bbotk] 1 0.1546486
## INFO [12:39:36.754] [bbotk] 4 0.1500479
## INFO [12:39:36.754] [bbotk] 6 0.1593504
## INFO [12:39:36.754] [bbotk] 3 0.1547310
## INFO [12:39:36.754] [bbotk] 2 0.1696490
## INFO [12:39:36.954] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:37.097] [bbotk] Result of batch 92:
## INFO [12:39:37.102] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:37.102] [bbotk] 1 9 1009.6688 0.7357671 548.60204 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 886.0000 0.6395201 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 901.2728 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 886.0000 0.7364968 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 5 931.2058 0.6480211 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 9 904.6841 0.7200000 129.16000 31.94707
## INFO [12:39:37.102] [bbotk] 1 8 918.8243 0.7200000 129.16000 30.68130
## INFO [12:39:37.102] [bbotk] 1 8 886.0000 0.6985469 22.21116 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 906.9228 0.7200000 129.16000 30.50720
## INFO [12:39:37.102] [bbotk] 1 8 898.1387 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 881.5620 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 908.3657 0.7200000 544.45291 32.29000
## INFO [12:39:37.102] [bbotk] 8 8 899.8214 0.7200000 762.81846 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 9 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] 1 8 1021.4293 0.6488889 129.16000 32.29000
## INFO [12:39:37.102] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 30.48000 92 NA 1821 0.05
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 29.32765 92 NA 1822 0.15
## INFO [12:39:37.102] [bbotk] 32.81500 33.03798 30.48000 92 NA 1823 0.05
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 28.44824 92 NA 1824 0.20
## INFO [12:39:37.102] [bbotk] 33.15006 29.65721 30.13064 92 NA 1825 0.20
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 27.94566 92 NA 1826 0.20
## INFO [12:39:37.102] [bbotk] 32.81500 30.70523 30.48000 92 NA 1827 0.15
## INFO [12:39:37.102] [bbotk] 32.81500 32.79949 32.74859 92 NA 1828 0.10
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 30.48000 92 NA 1829 0.05
## INFO [12:39:37.102] [bbotk] 32.55925 33.05000 28.84329 92 NA 1830 0.00
## INFO [12:39:37.102] [bbotk] 32.81500 30.94576 30.46423 92 NA 1831 0.30
## INFO [12:39:37.102] [bbotk] 32.81500 33.09342 30.48000 92 NA 1832 0.05
## INFO [12:39:37.102] [bbotk] 32.67871 33.05000 30.48000 92 NA 1833 0.05
## INFO [12:39:37.102] [bbotk] 31.34146 33.17907 30.48000 92 NA 1834 0.10
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 29.32045 92 NA 1835 0.00
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 30.48000 92 NA 1836 0.00
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 28.61082 92 NA 1837 0.00
## INFO [12:39:37.102] [bbotk] 32.81500 38.19480 27.88923 92 NA 1838 0.15
## INFO [12:39:37.102] [bbotk] 32.81500 33.05000 30.48000 92 NA 1839 0.00
## INFO [12:39:37.102] [bbotk] 23.64176 30.95111 28.49535 92 NA 1840 0.00
## INFO [12:39:37.102] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:37.102] [bbotk] 0.131177103 4 0.2176971
## INFO [12:39:37.102] [bbotk] 0.018948870 2 0.1453922
## INFO [12:39:37.102] [bbotk] 0.005449492 2 0.1540610
## INFO [12:39:37.102] [bbotk] 0.010223705 1 0.1570322
## INFO [12:39:37.102] [bbotk] 0.013627958 3 0.1598160
## INFO [12:39:37.102] [bbotk] 0.012752678 1 0.1595612
## INFO [12:39:37.102] [bbotk] 0.010001049 2 0.1567620
## INFO [12:39:37.102] [bbotk] 0.098799837 5 0.1844744
## INFO [12:39:37.102] [bbotk] 0.066849653 3 0.1563918
## INFO [12:39:37.102] [bbotk] 0.027451259 4 0.1370580
## INFO [12:39:37.102] [bbotk] 0.016758597 4 0.1522231
## INFO [12:39:37.102] [bbotk] 0.014854951 3 0.1497567
## INFO [12:39:37.102] [bbotk] 0.004829951 2 0.1534415
## INFO [12:39:37.102] [bbotk] 0.007688599 3 0.1574683
## INFO [12:39:37.102] [bbotk] 0.039457738 3 0.1762781
## INFO [12:39:37.102] [bbotk] 0.102930677 3 0.2515422
## INFO [12:39:37.102] [bbotk] 0.016819776 2 0.1500289
## INFO [12:39:37.102] [bbotk] 0.087889593 3 0.1756253
## INFO [12:39:37.102] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:37.102] [bbotk] 0.111706415 5 0.1749568
## INFO [12:39:37.305] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:37.447] [bbotk] Result of batch 93:
## INFO [12:39:37.453] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:37.453] [bbotk] 1 8 900.7374 0.7200000 129.1600 35.04717 35.78837
## INFO [12:39:37.453] [bbotk] 1 8 886.0000 0.7200000 129.1600 30.67926 32.81500
## INFO [12:39:37.453] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.46977 32.81500
## INFO [12:39:37.453] [bbotk] 1 9 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:37.453] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 8 944.5647 0.7200000 612.0848 25.56756 32.81500
## INFO [12:39:37.453] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000 25.34552
## INFO [12:39:37.453] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 8 886.0000 0.7200000 129.1600 30.45613 32.81500
## INFO [12:39:37.453] [bbotk] 1 8 907.3745 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 4 914.0050 0.7200000 922.8176 28.07220 32.81500
## INFO [12:39:37.453] [bbotk] 1 2 929.1715 0.7200000 129.1600 31.71449 28.09896
## INFO [12:39:37.453] [bbotk] 12 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 2 970.2166 0.7200000 631.7324 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 8 886.0000 0.6887910 129.1600 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 4 886.0000 0.6853782 129.1600 26.31584 27.29470
## INFO [12:39:37.453] [bbotk] 11 8 886.0000 0.6433076 129.1600 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] 1 8 886.0000 0.7200607 837.5363 32.29000 32.81500
## INFO [12:39:37.453] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:37.453] [bbotk] 24.87918 28.61082 93 NA 1841 0.30 0.062913266
## INFO [12:39:37.453] [bbotk] 33.05000 29.57875 93 NA 1842 0.10 0.011135514
## INFO [12:39:37.453] [bbotk] 23.89813 29.42176 93 NA 1843 0.30 0.042771279
## INFO [12:39:37.453] [bbotk] 30.95111 30.48000 93 NA 1844 0.10 0.065362938
## INFO [12:39:37.453] [bbotk] 33.05000 30.48000 93 NA 1845 0.05 0.002404880
## INFO [12:39:37.453] [bbotk] 30.98023 28.61082 93 NA 1846 0.10 0.015854297
## INFO [12:39:37.453] [bbotk] 33.05000 22.21557 93 NA 1847 0.15 0.119768494
## INFO [12:39:37.453] [bbotk] 33.05000 30.45587 93 NA 1848 0.15 0.087908788
## INFO [12:39:37.453] [bbotk] 33.05000 30.48000 93 NA 1849 0.05 0.007414174
## INFO [12:39:37.453] [bbotk] 33.05000 30.48000 93 NA 1850 0.10 0.000000000
## INFO [12:39:37.453] [bbotk] 33.05000 28.66973 93 NA 1851 0.20 0.016624003
## INFO [12:39:37.453] [bbotk] 33.05000 28.55136 93 NA 1852 0.00 0.017279074
## INFO [12:39:37.453] [bbotk] 33.05000 25.98381 93 NA 1853 0.00 0.157765339
## INFO [12:39:37.453] [bbotk] 33.05000 28.61082 93 NA 1854 0.00 0.104172649
## INFO [12:39:37.453] [bbotk] 39.63910 29.00246 93 NA 1855 0.10 0.145611304
## INFO [12:39:37.453] [bbotk] 35.77312 29.99597 93 NA 1856 0.05 0.130684409
## INFO [12:39:37.453] [bbotk] 31.03454 28.96474 93 NA 1857 0.10 0.019003694
## INFO [12:39:37.453] [bbotk] 33.92296 26.05261 93 NA 1858 0.10 0.135365356
## INFO [12:39:37.453] [bbotk] 32.94085 30.48000 93 NA 1859 0.10 0.071695038
## INFO [12:39:37.453] [bbotk] 33.05000 30.16336 93 NA 1860 0.05 0.045436031
## INFO [12:39:37.453] [bbotk] no_changed dist_train
## INFO [12:39:37.453] [bbotk] 5 0.1867972
## INFO [12:39:37.453] [bbotk] 2 0.1532055
## INFO [12:39:37.453] [bbotk] 3 0.1827534
## INFO [12:39:37.453] [bbotk] 2 0.1565684
## INFO [12:39:37.453] [bbotk] 1 0.1524338
## INFO [12:39:37.453] [bbotk] 2 0.1509944
## INFO [12:39:37.453] [bbotk] 4 0.2223360
## INFO [12:39:37.453] [bbotk] 3 0.1788713
## INFO [12:39:37.453] [bbotk] 1 0.1560257
## INFO [12:39:37.453] [bbotk] 0 0.1500290
## INFO [12:39:37.453] [bbotk] 2 0.1496319
## INFO [12:39:37.453] [bbotk] 2 0.1501681
## INFO [12:39:37.453] [bbotk] 5 0.1660993
## INFO [12:39:37.453] [bbotk] 5 0.1781907
## INFO [12:39:37.453] [bbotk] 4 0.1972388
## INFO [12:39:37.453] [bbotk] 5 0.2123492
## INFO [12:39:37.453] [bbotk] 3 0.1453374
## INFO [12:39:37.453] [bbotk] 6 0.1262526
## INFO [12:39:37.453] [bbotk] 3 0.2102931
## INFO [12:39:37.453] [bbotk] 3 0.1922585
## INFO [12:39:37.658] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:37.784] [bbotk] Result of batch 94:
## INFO [12:39:37.789] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:37.789] [bbotk] 1 8 923.9482 0.7200000 87.80845 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 900.3167 0.7576334 129.16000 35.16981
## INFO [12:39:37.789] [bbotk] 6 5 988.3635 0.7457309 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 906.9228 0.7200000 340.12463 32.29000
## INFO [12:39:37.789] [bbotk] 9 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 902.5487 0.7476303 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 899.7122 0.7200000 129.16000 27.62966
## INFO [12:39:37.789] [bbotk] 7 4 886.0000 0.7218321 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 5 8 886.0000 0.7200000 933.01793 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 864.9526 0.7200000 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 908.3657 0.6754352 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 2 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 906.9228 0.7200000 837.02824 26.64478
## INFO [12:39:37.789] [bbotk] 1 4 886.0000 0.6754365 129.16000 33.08204
## INFO [12:39:37.789] [bbotk] 1 8 908.2141 0.6983694 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 907.2095 0.7391751 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 1000.6721 0.6503109 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] 1 8 886.0000 0.7200000 23.50973 25.81256
## INFO [12:39:37.789] [bbotk] 11 6 886.0000 0.7200000 129.16000 30.82009
## INFO [12:39:37.789] [bbotk] 1 6 1003.8663 0.7200000 129.16000 32.29000
## INFO [12:39:37.789] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:37.789] [bbotk] 33.97764 33.05000 29.77220 94 NA 1861 0.10
## INFO [12:39:37.789] [bbotk] 28.87100 33.05000 30.48000 94 NA 1862 0.10
## INFO [12:39:37.789] [bbotk] 32.81500 32.49934 30.48000 94 NA 1863 0.15
## INFO [12:39:37.789] [bbotk] 32.81500 38.19108 30.48000 94 NA 1864 0.00
## INFO [12:39:37.789] [bbotk] 32.81500 30.97424 23.81721 94 NA 1865 0.10
## INFO [12:39:37.789] [bbotk] 30.53733 33.05000 31.07482 94 NA 1866 0.10
## INFO [12:39:37.789] [bbotk] 28.99861 33.05000 23.12735 94 NA 1867 0.15
## INFO [12:39:37.789] [bbotk] 32.81500 33.05000 28.22556 94 NA 1868 0.05
## INFO [12:39:37.789] [bbotk] 32.81500 33.05000 30.48000 94 NA 1869 0.05
## INFO [12:39:37.789] [bbotk] 34.93423 30.98023 30.48000 94 NA 1870 0.20
## INFO [12:39:37.789] [bbotk] 32.81500 33.05000 30.48000 94 NA 1871 0.10
## INFO [12:39:37.789] [bbotk] 21.78406 33.05000 28.61082 94 NA 1872 0.15
## INFO [12:39:37.789] [bbotk] 32.81500 27.85656 30.48000 94 NA 1873 0.20
## INFO [12:39:37.789] [bbotk] 29.47281 33.05000 28.90201 94 NA 1874 0.05
## INFO [12:39:37.789] [bbotk] 32.81500 32.46869 30.48000 94 NA 1875 0.15
## INFO [12:39:37.789] [bbotk] 34.29589 30.58606 28.61042 94 NA 1876 0.10
## INFO [12:39:37.789] [bbotk] 32.81500 33.05000 32.53684 94 NA 1877 0.15
## INFO [12:39:37.789] [bbotk] 31.30336 33.05000 30.48000 94 NA 1878 0.20
## INFO [12:39:37.789] [bbotk] 32.81500 31.07831 29.96701 94 NA 1879 0.10
## INFO [12:39:37.789] [bbotk] 32.81500 33.05000 23.49747 94 NA 1880 0.10
## INFO [12:39:37.789] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:37.789] [bbotk] 0.02407590 4 0.1506624
## INFO [12:39:37.789] [bbotk] 0.03831666 4 0.1695557
## INFO [12:39:37.789] [bbotk] 0.15984051 5 0.2463605
## INFO [12:39:37.789] [bbotk] 0.03648602 3 0.1829418
## INFO [12:39:37.789] [bbotk] 0.09881772 3 0.2339205
## INFO [12:39:37.789] [bbotk] 0.02220397 4 0.1571528
## INFO [12:39:37.789] [bbotk] 0.07575274 4 0.1711605
## INFO [12:39:37.789] [bbotk] 0.12929069 4 0.1939836
## INFO [12:39:37.789] [bbotk] 0.10856450 2 0.2585935
## INFO [12:39:37.789] [bbotk] 0.02212459 3 0.1715331
## INFO [12:39:37.789] [bbotk] 0.01520733 2 0.1491337
## INFO [12:39:37.789] [bbotk] 0.11100295 3 0.2360849
## INFO [12:39:37.789] [bbotk] 0.09052929 4 0.2063770
## INFO [12:39:37.789] [bbotk] 0.09025087 5 0.1212688
## INFO [12:39:37.789] [bbotk] 0.01321734 3 0.1511237
## INFO [12:39:37.789] [bbotk] 0.03347572 5 0.1527728
## INFO [12:39:37.789] [bbotk] 0.06237206 3 0.1784251
## INFO [12:39:37.789] [bbotk] 0.03894202 3 0.1630090
## INFO [12:39:37.789] [bbotk] 0.13239486 5 0.2201340
## INFO [12:39:37.789] [bbotk] 0.13572624 3 0.2210835
## INFO [12:39:38.001] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:38.131] [bbotk] Result of batch 95:
## INFO [12:39:38.137] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:38.137] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 1010.8844 0.7200000 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 906.9228 0.7071083 129.1600 30.31730
## INFO [12:39:38.137] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 904.0903 0.7200000 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 9 978.9863 0.7200000 230.5477 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 857.9150 0.7200000 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 908.3657 0.7061655 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 908.3657 0.7116016 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 886.0000 0.7427466 750.8711 32.29000
## INFO [12:39:38.137] [bbotk] 12 8 949.7700 0.7200000 571.4249 34.54103
## INFO [12:39:38.137] [bbotk] 1 3 886.0000 0.7266586 779.5431 27.08796
## INFO [12:39:38.137] [bbotk] 1 9 887.5935 0.7200000 705.0101 26.91984
## INFO [12:39:38.137] [bbotk] 1 1 886.0000 0.7200000 129.1600 30.67926
## INFO [12:39:38.137] [bbotk] 11 8 886.0000 0.7257174 129.1600 32.29000
## INFO [12:39:38.137] [bbotk] 1 3 920.5594 0.7200000 899.1290 32.29000
## INFO [12:39:38.137] [bbotk] 1 8 999.8386 0.7200000 618.9248 28.44624
## INFO [12:39:38.137] [bbotk] 6 4 916.2495 0.6730492 129.1600 29.83946
## INFO [12:39:38.137] [bbotk] 1 8 886.0000 0.7012681 129.1600 32.87636
## INFO [12:39:38.137] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 28.61128 95 NA 1881 0.20
## INFO [12:39:38.137] [bbotk] 32.81500 30.27809 30.48000 95 NA 1882 0.10
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 28.61082 95 NA 1883 0.00
## INFO [12:39:38.137] [bbotk] 32.19481 33.05000 29.91799 95 NA 1884 0.00
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 28.63173 95 NA 1885 0.00
## INFO [12:39:38.137] [bbotk] 28.85399 33.21086 30.48000 95 NA 1886 0.10
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 28.61082 95 NA 1887 0.20
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 30.48000 95 NA 1888 0.15
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 27.74714 95 NA 1889 0.05
## INFO [12:39:38.137] [bbotk] 26.11482 30.95111 30.48000 95 NA 1890 0.05
## INFO [12:39:38.137] [bbotk] 32.81500 29.33310 30.48000 95 NA 1891 0.20
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 29.00652 95 NA 1892 0.00
## INFO [12:39:38.137] [bbotk] 32.61031 33.05000 28.03865 95 NA 1893 0.05
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 32.79688 95 NA 1894 0.10
## INFO [12:39:38.137] [bbotk] 32.81500 29.48969 30.48000 95 NA 1895 0.20
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 23.31657 95 NA 1896 0.20
## INFO [12:39:38.137] [bbotk] 32.81500 33.00560 30.48000 95 NA 1897 0.00
## INFO [12:39:38.137] [bbotk] 32.81500 33.05000 30.48000 95 NA 1898 0.05
## INFO [12:39:38.137] [bbotk] 36.39422 33.05000 23.23180 95 NA 1899 0.15
## INFO [12:39:38.137] [bbotk] 30.27577 33.05000 30.48000 95 NA 1900 0.10
## INFO [12:39:38.137] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:38.137] [bbotk] 0.009403325 1 0.1562118
## INFO [12:39:38.137] [bbotk] 0.052890162 2 0.1780085
## INFO [12:39:38.137] [bbotk] 0.027009937 4 0.1398388
## INFO [12:39:38.137] [bbotk] 0.005232895 2 0.1520414
## INFO [12:39:38.137] [bbotk] 0.015710866 2 0.1509275
## INFO [12:39:38.137] [bbotk] 0.113908160 5 0.2034469
## INFO [12:39:38.137] [bbotk] 0.009405602 1 0.1562141
## INFO [12:39:38.137] [bbotk] 0.009952174 1 0.1599811
## INFO [12:39:38.137] [bbotk] 0.023937666 3 0.1516031
## INFO [12:39:38.137] [bbotk] 0.041817968 4 0.1515291
## INFO [12:39:38.137] [bbotk] 0.053767452 3 0.2005284
## INFO [12:39:38.137] [bbotk] 0.125426048 5 0.2494243
## INFO [12:39:38.137] [bbotk] 0.134551075 6 0.2201142
## INFO [12:39:38.137] [bbotk] 0.128684657 5 0.2185149
## INFO [12:39:38.137] [bbotk] 0.076516667 3 0.1086527
## INFO [12:39:38.137] [bbotk] 0.095803794 3 0.2407439
## INFO [12:39:38.137] [bbotk] 0.118852316 4 0.2086403
## INFO [12:39:38.137] [bbotk] 0.086396109 3 0.2052672
## INFO [12:39:38.137] [bbotk] 0.196431155 7 0.1942396
## INFO [12:39:38.137] [bbotk] 0.015309713 3 0.1538369
## INFO [12:39:38.306] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:38.448] [bbotk] Result of batch 96:
## INFO [12:39:38.454] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:38.454] [bbotk] 12 8 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 12 3 906.9228 0.7257761 687.6204 32.29000
## INFO [12:39:38.454] [bbotk] 1 8 886.0000 0.6936343 129.1600 33.26855
## INFO [12:39:38.454] [bbotk] 6 9 907.2969 0.7568005 129.1600 30.15055
## INFO [12:39:38.454] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.06111
## INFO [12:39:38.454] [bbotk] 1 8 886.0000 0.7231623 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 1 1 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 9 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 1 8 886.0000 0.6801063 129.1600 35.67640
## INFO [12:39:38.454] [bbotk] 1 8 925.0538 0.7371636 129.1600 26.93109
## INFO [12:39:38.454] [bbotk] 1 8 1012.9583 0.6722095 129.1600 28.14431
## INFO [12:39:38.454] [bbotk] 1 8 886.0000 0.7265185 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 5 8 919.6524 0.7200000 129.1600 29.82801
## INFO [12:39:38.454] [bbotk] 1 8 886.0000 0.7007353 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 1 8 865.6319 0.7200000 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 1 8 872.7927 0.6534763 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 9 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] 1 3 881.6074 0.7200000 129.1600 32.29000
## INFO [12:39:38.454] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:38.454] [bbotk] 24.49483 33.14164 30.48000 96 NA 1901 0.05
## INFO [12:39:38.454] [bbotk] 32.17471 33.05000 30.48000 96 NA 1902 0.00
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 25.71524 96 NA 1903 0.15
## INFO [12:39:38.454] [bbotk] 32.81500 26.71996 30.74809 96 NA 1904 0.35
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 28.61082 96 NA 1905 0.00
## INFO [12:39:38.454] [bbotk] 32.81500 36.43826 30.48000 96 NA 1906 0.10
## INFO [12:39:38.454] [bbotk] 34.65965 33.11023 30.48000 96 NA 1907 0.30
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 29.77646 96 NA 1908 0.10
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 28.60902 96 NA 1909 0.20
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 28.63336 96 NA 1910 0.10
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 31.37814 96 NA 1911 0.15
## INFO [12:39:38.454] [bbotk] 27.24413 33.05000 28.67607 96 NA 1912 0.15
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 29.57875 96 NA 1913 0.00
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 28.87404 96 NA 1914 0.20
## INFO [12:39:38.454] [bbotk] 32.81500 33.05000 30.48000 96 NA 1915 0.10
## INFO [12:39:38.454] [bbotk] 32.81500 23.99675 30.48000 96 NA 1916 0.35
## INFO [12:39:38.454] [bbotk] 24.59700 22.20540 29.91799 96 NA 1917 0.15
## INFO [12:39:38.454] [bbotk] 32.81500 26.42417 29.03745 96 NA 1918 0.25
## INFO [12:39:38.454] [bbotk] 32.19481 33.05000 29.91799 96 NA 1919 0.00
## INFO [12:39:38.454] [bbotk] 32.81500 30.95111 29.86416 96 NA 1920 0.05
## INFO [12:39:38.454] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:38.454] [bbotk] 0.09878569 4 0.22534287
## INFO [12:39:38.454] [bbotk] 0.16304415 6 0.25094452
## INFO [12:39:38.454] [bbotk] 0.03229401 3 0.17171529
## INFO [12:39:38.454] [bbotk] 0.16104515 7 0.24731931
## INFO [12:39:38.454] [bbotk] 0.01775772 3 0.14909100
## INFO [12:39:38.454] [bbotk] 0.01107335 2 0.15752914
## INFO [12:39:38.454] [bbotk] 0.06616405 3 0.09767628
## INFO [12:39:38.454] [bbotk] 0.06236373 2 0.20917224
## INFO [12:39:38.454] [bbotk] 0.02980996 3 0.16481034
## INFO [12:39:38.454] [bbotk] 0.04789538 4 0.15046293
## INFO [12:39:38.454] [bbotk] 0.07430517 4 0.17755842
## INFO [12:39:38.454] [bbotk] 0.03174411 3 0.15682611
## INFO [12:39:38.454] [bbotk] 0.08537230 4 0.19683704
## INFO [12:39:38.454] [bbotk] 0.01122894 2 0.15311210
## INFO [12:39:38.454] [bbotk] 0.00000000 0 0.15002896
## INFO [12:39:38.454] [bbotk] 0.03542441 2 0.18545337
## INFO [12:39:38.454] [bbotk] 0.06848233 3 0.19050294
## INFO [12:39:38.454] [bbotk] 0.04345268 4 0.15782736
## INFO [12:39:38.454] [bbotk] 0.12287995 4 0.21086493
## INFO [12:39:38.454] [bbotk] 0.07001836 4 0.15800334
## INFO [12:39:38.692] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:38.820] [bbotk] Result of batch 97:
## INFO [12:39:38.825] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:38.825] [bbotk] 1 4 921.4238 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 887.5648 0.7200000 129.16000 29.03046 32.94892
## INFO [12:39:38.825] [bbotk] 1 8 906.9228 0.7200000 47.86427 28.81651 30.19527
## INFO [12:39:38.825] [bbotk] 1 8 866.9973 0.7200000 129.16000 29.79605 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 908.3657 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 8 8 886.0000 0.6905773 888.68454 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 923.1952 0.7325461 129.16000 33.78599 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 904.0903 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 886.0000 0.7195667 609.76335 32.29000 31.07213
## INFO [12:39:38.825] [bbotk] 1 8 899.3266 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 926.6861 0.7200000 129.16000 29.63753 35.97821
## INFO [12:39:38.825] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.19481
## INFO [12:39:38.825] [bbotk] 1 8 886.0000 0.6769348 304.55695 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.19481
## INFO [12:39:38.825] [bbotk] 1 0 905.5604 0.7155742 129.16000 32.29000 31.38788
## INFO [12:39:38.825] [bbotk] 1 0 886.9205 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:38.825] [bbotk] 1 4 914.0050 0.7276718 129.16000 33.08204 32.94541
## INFO [12:39:38.825] [bbotk] 1 8 906.9228 0.6869061 129.16000 25.98159 32.81500
## INFO [12:39:38.825] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:38.825] [bbotk] 33.05000 24.67598 97 NA 1921 0.00 0.100581816
## INFO [12:39:38.825] [bbotk] 33.05000 32.40579 97 NA 1922 0.15 0.024121138
## INFO [12:39:38.825] [bbotk] 30.98023 28.61082 97 NA 1923 0.05 0.052690759
## INFO [12:39:38.825] [bbotk] 33.05000 28.61082 97 NA 1924 0.25 0.026359016
## INFO [12:39:38.825] [bbotk] 33.05000 28.61082 97 NA 1925 0.00 0.016819776
## INFO [12:39:38.825] [bbotk] 30.98023 28.61082 97 NA 1926 0.00 0.023268471
## INFO [12:39:38.825] [bbotk] 33.05000 28.49535 97 NA 1927 0.05 0.017912157
## INFO [12:39:38.825] [bbotk] 30.95111 28.49535 97 NA 1928 0.05 0.127154959
## INFO [12:39:38.825] [bbotk] 25.63988 24.09005 97 NA 1929 0.35 0.076601982
## INFO [12:39:38.825] [bbotk] 33.05000 28.63173 97 NA 1930 0.00 0.015710866
## INFO [12:39:38.825] [bbotk] 33.05000 22.03937 97 NA 1931 0.20 0.079040548
## INFO [12:39:38.825] [bbotk] 33.00566 30.48000 97 NA 1932 0.05 0.004860523
## INFO [12:39:38.825] [bbotk] 33.05000 29.57875 97 NA 1933 0.20 0.042087509
## INFO [12:39:38.825] [bbotk] 33.05000 30.48000 97 NA 1934 0.05 0.002404880
## INFO [12:39:38.825] [bbotk] 24.34104 30.48000 97 NA 1935 0.30 0.045024068
## INFO [12:39:38.825] [bbotk] 33.05000 29.91799 97 NA 1936 0.00 0.005232895
## INFO [12:39:38.825] [bbotk] 33.05000 30.48000 97 NA 1937 0.00 0.072011929
## INFO [12:39:38.825] [bbotk] 33.05000 30.48000 97 NA 1938 0.10 0.059149725
## INFO [12:39:38.825] [bbotk] 33.05000 21.64005 97 NA 1939 0.00 0.118234430
## INFO [12:39:38.825] [bbotk] 27.06703 30.48000 97 NA 1940 0.25 0.057312976
## INFO [12:39:38.825] [bbotk] no_changed dist_train
## INFO [12:39:38.825] [bbotk] 3 0.1325766
## INFO [12:39:38.825] [bbotk] 4 0.1673970
## INFO [12:39:38.825] [bbotk] 6 0.1241349
## INFO [12:39:38.825] [bbotk] 3 0.1544404
## INFO [12:39:38.825] [bbotk] 2 0.1500289
## INFO [12:39:38.825] [bbotk] 3 0.1435803
## INFO [12:39:38.825] [bbotk] 2 0.1500987
## INFO [12:39:38.825] [bbotk] 5 0.2524984
## INFO [12:39:38.825] [bbotk] 5 0.1854168
## INFO [12:39:38.825] [bbotk] 2 0.1509275
## INFO [12:39:38.825] [bbotk] 4 0.2134201
## INFO [12:39:38.825] [bbotk] 2 0.1534720
## INFO [12:39:38.825] [bbotk] 4 0.1518885
## INFO [12:39:38.825] [bbotk] 1 0.1524338
## INFO [12:39:38.825] [bbotk] 3 0.1815827
## INFO [12:39:38.825] [bbotk] 2 0.1520414
## INFO [12:39:38.825] [bbotk] 4 0.1617999
## INFO [12:39:38.825] [bbotk] 2 0.1497028
## INFO [12:39:38.825] [bbotk] 6 0.1530605
## INFO [12:39:38.825] [bbotk] 4 0.1623457
## INFO [12:39:39.002] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:39.132] [bbotk] Result of batch 98:
## INFO [12:39:39.137] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:39.137] [bbotk] 1 7 945.2961 0.7200000 129.1600 32.29000 30.14835
## INFO [12:39:39.137] [bbotk] 12 8 905.8402 0.7200000 681.9371 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 12 3 997.0884 0.7200000 129.1600 34.98741 29.48083
## INFO [12:39:39.137] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 29.45184
## INFO [12:39:39.137] [bbotk] 1 4 988.3285 0.6935079 129.1600 35.01984 32.81500
## INFO [12:39:39.137] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000 22.87711
## INFO [12:39:39.137] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 905.7768 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 890.5747 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 911.2356 0.6841492 110.1927 26.40123 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 906.9228 0.7200000 788.0246 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 2 0 886.0000 0.6953998 152.1118 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 1 4 928.7103 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:39.137] [bbotk] 1 8 906.9228 0.7200000 129.1600 28.01736 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 886.0000 0.6884852 129.1600 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] 1 8 906.9228 0.7326134 129.1600 32.06111 36.34289
## INFO [12:39:39.137] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.137] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:39.137] [bbotk] 30.63778 27.49271 98 NA 1941 0.00 0.112723447
## INFO [12:39:39.137] [bbotk] 33.05000 28.80500 98 NA 1942 0.00 0.108487230
## INFO [12:39:39.137] [bbotk] 33.05000 30.48000 98 NA 1943 0.10 0.000000000
## INFO [12:39:39.137] [bbotk] 33.05000 28.87404 98 NA 1944 0.00 0.189075341
## INFO [12:39:39.137] [bbotk] 33.05000 32.94761 98 NA 1945 0.05 0.032872166
## INFO [12:39:39.137] [bbotk] 33.05000 25.83429 98 NA 1946 0.00 0.133976499
## INFO [12:39:39.137] [bbotk] 33.05000 32.82298 98 NA 1947 0.15 0.109148687
## INFO [12:39:39.137] [bbotk] 30.98023 30.48000 98 NA 1948 0.05 0.013862869
## INFO [12:39:39.137] [bbotk] 29.74628 30.48000 98 NA 1949 0.20 0.017301294
## INFO [12:39:39.137] [bbotk] 33.22428 30.48000 98 NA 1950 0.15 0.002164090
## INFO [12:39:39.137] [bbotk] 33.05000 30.48000 98 NA 1951 0.05 0.040104910
## INFO [12:39:39.137] [bbotk] 33.05000 30.48000 98 NA 1952 0.00 0.048183277
## INFO [12:39:39.137] [bbotk] 21.99936 22.19957 98 NA 1953 0.20 0.199183603
## INFO [12:39:39.137] [bbotk] 33.05000 30.48000 98 NA 1954 0.10 0.073958293
## INFO [12:39:39.137] [bbotk] 33.05000 29.91799 98 NA 1955 0.00 0.005232895
## INFO [12:39:39.137] [bbotk] 33.05000 30.48000 98 NA 1956 0.05 0.024922468
## INFO [12:39:39.137] [bbotk] 33.05000 29.91799 98 NA 1957 0.10 0.003546196
## INFO [12:39:39.137] [bbotk] 30.95111 30.72607 98 NA 1958 0.10 0.012927126
## INFO [12:39:39.137] [bbotk] 30.43779 27.24913 98 NA 1959 0.10 0.048489310
## INFO [12:39:39.137] [bbotk] 33.05000 30.48000 98 NA 1960 0.00 0.058823529
## INFO [12:39:39.137] [bbotk] no_changed dist_train
## INFO [12:39:39.137] [bbotk] 5 0.1704738
## INFO [12:39:39.137] [bbotk] 4 0.2424637
## INFO [12:39:39.137] [bbotk] 0 0.1500290
## INFO [12:39:39.137] [bbotk] 6 0.2671897
## INFO [12:39:39.137] [bbotk] 3 0.1594293
## INFO [12:39:39.137] [bbotk] 5 0.1497337
## INFO [12:39:39.137] [bbotk] 3 0.2003541
## INFO [12:39:39.137] [bbotk] 2 0.1504782
## INFO [12:39:39.137] [bbotk] 2 0.1539173
## INFO [12:39:39.137] [bbotk] 2 0.1505264
## INFO [12:39:39.137] [bbotk] 4 0.1525417
## INFO [12:39:39.137] [bbotk] 2 0.1967948
## INFO [12:39:39.137] [bbotk] 6 0.2860723
## INFO [12:39:39.137] [bbotk] 2 0.1233571
## INFO [12:39:39.137] [bbotk] 2 0.1520414
## INFO [12:39:39.137] [bbotk] 2 0.1544790
## INFO [12:39:39.137] [bbotk] 2 0.1489373
## INFO [12:39:39.137] [bbotk] 3 0.1538904
## INFO [12:39:39.137] [bbotk] 6 0.1661137
## INFO [12:39:39.137] [bbotk] 1 0.1500290
## INFO [12:39:39.340] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:39.482] [bbotk] Result of batch 99:
## INFO [12:39:39.487] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:39.487] [bbotk] 3 8 863.3124 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 5 4 883.8421 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 886.0000 0.7041302 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 906.9228 0.7200000 360.2535 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 906.9228 0.7200000 605.1764 27.10655
## INFO [12:39:39.487] [bbotk] 1 3 886.4277 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 886.0000 0.7200000 202.2322 32.29000
## INFO [12:39:39.487] [bbotk] 9 4 889.5043 0.7200000 129.1600 28.38256
## INFO [12:39:39.487] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 902.6626 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 907.0809 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 9 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] 1 4 886.0000 0.7200000 129.1600 34.85671
## INFO [12:39:39.487] [bbotk] 1 2 880.9122 0.7200000 516.3832 32.29000
## INFO [12:39:39.487] [bbotk] 1 5 1001.1699 0.7333110 541.5428 32.29000
## INFO [12:39:39.487] [bbotk] 7 1 1000.3840 0.7200000 129.1600 32.29000
## INFO [12:39:39.487] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:39.487] [bbotk] 22.88929 33.05000 26.10997 99 NA 1961 0.20
## INFO [12:39:39.487] [bbotk] 32.81500 33.05000 30.48000 99 NA 1962 0.00
## INFO [12:39:39.487] [bbotk] 32.81500 33.05000 30.48000 99 NA 1963 0.05
## INFO [12:39:39.487] [bbotk] 32.81500 33.05000 30.48000 99 NA 1964 0.10
## INFO [12:39:39.487] [bbotk] 32.81500 34.38443 28.61082 99 NA 1965 0.00
## INFO [12:39:39.487] [bbotk] 32.81500 37.28007 30.48000 99 NA 1966 0.00
## INFO [12:39:39.487] [bbotk] 32.81500 33.05000 28.79963 99 NA 1967 0.10
## INFO [12:39:39.487] [bbotk] 32.69629 33.05000 30.48376 99 NA 1968 0.10
## INFO [12:39:39.487] [bbotk] 32.27097 37.32760 28.64287 99 NA 1969 0.00
## INFO [12:39:39.487] [bbotk] 32.73638 31.17631 30.48000 99 NA 1970 0.15
## INFO [12:39:39.487] [bbotk] 32.81500 33.05000 28.61082 99 NA 1971 0.20
## INFO [12:39:39.487] [bbotk] 32.81500 22.60386 28.61082 99 NA 1972 0.15
## INFO [12:39:39.487] [bbotk] 34.27322 33.05000 30.48000 99 NA 1973 0.15
## INFO [12:39:39.487] [bbotk] 32.81500 33.05000 28.60813 99 NA 1974 0.00
## INFO [12:39:39.487] [bbotk] 30.32241 33.05000 30.48000 99 NA 1975 0.05
## INFO [12:39:39.487] [bbotk] 33.39608 33.05000 30.48000 99 NA 1976 0.05
## INFO [12:39:39.487] [bbotk] 32.81500 30.88157 30.48000 99 NA 1977 0.05
## INFO [12:39:39.487] [bbotk] 32.81500 33.00211 23.68284 99 NA 1978 0.25
## INFO [12:39:39.487] [bbotk] 34.71968 25.75799 28.87404 99 NA 1979 0.25
## INFO [12:39:39.487] [bbotk] 32.81500 23.23002 29.87211 99 NA 1980 0.25
## INFO [12:39:39.487] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:39.487] [bbotk] 0.127341016 4 0.2524230
## INFO [12:39:39.487] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:39.487] [bbotk] 0.118411723 3 0.1980801
## INFO [12:39:39.487] [bbotk] 0.002593100 1 0.1526221
## INFO [12:39:39.487] [bbotk] 0.035276953 4 0.1684861
## INFO [12:39:39.487] [bbotk] 0.071289066 4 0.2008456
## INFO [12:39:39.487] [bbotk] 0.067430624 3 0.1551125
## INFO [12:39:39.487] [bbotk] 0.005000778 3 0.1550297
## INFO [12:39:39.487] [bbotk] 0.159582064 7 0.1952800
## INFO [12:39:39.487] [bbotk] 0.006142609 2 0.1561716
## INFO [12:39:39.487] [bbotk] 0.009405602 1 0.1562141
## INFO [12:39:39.487] [bbotk] 0.049366310 3 0.1688666
## INFO [12:39:39.487] [bbotk] 0.011558983 2 0.1595501
## INFO [12:39:39.487] [bbotk] 0.016889357 2 0.1499864
## INFO [12:39:39.487] [bbotk] 0.068488871 2 0.1596943
## INFO [12:39:39.487] [bbotk] 0.009667397 2 0.1576585
## INFO [12:39:39.487] [bbotk] 0.076097412 3 0.1347302
## INFO [12:39:39.487] [bbotk] 0.118939155 5 0.2069241
## INFO [12:39:39.487] [bbotk] 0.165513426 7 0.2481926
## INFO [12:39:39.487] [bbotk] 0.191834567 5 0.2195786
## INFO [12:39:39.683] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:39.856] [bbotk] Result of batch 100:
## INFO [12:39:39.863] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:39.863] [bbotk] 1 3 886.0000 0.7200000 129.1600 33.08204 32.81500
## INFO [12:39:39.863] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.863] [bbotk] 1 6 907.8853 0.7204526 129.1600 32.29000 32.81500
## INFO [12:39:39.863] [bbotk] 6 0 871.7327 0.6990149 129.1600 32.29000 32.81500
## INFO [12:39:39.863] [bbotk] 11 8 886.0000 0.7200000 799.5887 27.92024 32.81500
## INFO [12:39:39.863] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.68809
## INFO [12:39:39.863] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.863] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.02149 32.81500
## INFO [12:39:39.863] [bbotk] 9 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.863] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.863] [bbotk] 1 8 899.9709 0.7200000 244.4895 32.29000 32.81500
## INFO [12:39:39.863] [bbotk] 12 3 886.0000 0.7200000 480.5454 32.29000 23.91777
## INFO [12:39:39.863] [bbotk] 5 8 886.0000 0.7200000 129.1600 23.72035 32.81500
## INFO [12:39:39.863] [bbotk] 1 8 891.1761 0.7200000 129.1600 32.29000 33.18466
## INFO [12:39:39.863] [bbotk] 1 8 914.8624 0.7200000 129.1600 34.16086 32.29954
## INFO [12:39:39.863] [bbotk] 1 8 904.3641 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:39.863] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.02441 32.81500
## INFO [12:39:39.863] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.44967 32.81500
## INFO [12:39:39.863] [bbotk] 1 8 886.0000 0.7200000 129.1600 30.94390 35.03019
## INFO [12:39:39.863] [bbotk] 1 4 940.4322 0.7545265 129.1600 32.29000 28.09861
## INFO [12:39:39.863] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:39.863] [bbotk] 33.05000 28.90201 100 NA 1981 0.10 0.070009487
## INFO [12:39:39.863] [bbotk] 33.05000 28.67607 100 NA 1982 0.05 0.067900802
## INFO [12:39:39.863] [bbotk] 33.05000 25.49803 100 NA 1983 0.00 0.091721740
## INFO [12:39:39.863] [bbotk] 34.46508 21.85449 100 NA 1984 0.25 0.173943800
## INFO [12:39:39.863] [bbotk] 33.05000 24.36612 100 NA 1985 0.25 0.148979245
## INFO [12:39:39.863] [bbotk] 33.05000 30.34993 100 NA 1986 0.10 0.001146638
## INFO [12:39:39.863] [bbotk] 33.00751 28.61082 100 NA 1987 0.00 0.016952159
## INFO [12:39:39.863] [bbotk] 33.05285 30.48000 100 NA 1988 0.05 0.008523349
## INFO [12:39:39.863] [bbotk] 33.05000 28.61082 100 NA 1989 0.00 0.075643306
## INFO [12:39:39.863] [bbotk] 33.05000 30.48000 100 NA 1990 0.00 0.058823529
## INFO [12:39:39.863] [bbotk] 26.81883 25.86754 100 NA 1991 0.15 0.054710878
## INFO [12:39:39.863] [bbotk] 33.05000 30.48000 100 NA 1992 0.00 0.173890122
## INFO [12:39:39.863] [bbotk] 31.35163 28.80942 100 NA 1993 0.20 0.107637814
## INFO [12:39:39.863] [bbotk] 33.23145 30.37438 100 NA 1994 0.15 0.004364433
## INFO [12:39:39.863] [bbotk] 21.94052 30.48000 100 NA 1995 0.25 0.054506025
## INFO [12:39:39.863] [bbotk] 31.30563 29.75810 100 NA 1996 0.00 0.015574878
## INFO [12:39:39.863] [bbotk] 33.05000 30.48000 100 NA 1997 0.10 0.001088314
## INFO [12:39:39.863] [bbotk] 33.05000 30.48000 100 NA 1998 0.10 0.011639019
## INFO [12:39:39.863] [bbotk] 33.05000 30.48000 100 NA 1999 0.20 0.014105668
## INFO [12:39:39.863] [bbotk] 33.05000 28.60813 100 NA 2000 0.00 0.111461159
## INFO [12:39:39.863] [bbotk] no_changed dist_train
## INFO [12:39:39.863] [bbotk] 3 0.1579945
## INFO [12:39:39.863] [bbotk] 2 0.1371277
## INFO [12:39:39.863] [bbotk] 4 0.1781414
## INFO [12:39:39.863] [bbotk] 6 0.2616795
## INFO [12:39:39.863] [bbotk] 4 0.2770606
## INFO [12:39:39.863] [bbotk] 2 0.1498665
## INFO [12:39:39.863] [bbotk] 3 0.1498966
## INFO [12:39:39.863] [bbotk] 3 0.1558355
## INFO [12:39:39.863] [bbotk] 3 0.2088525
## INFO [12:39:39.863] [bbotk] 1 0.1500290
## INFO [12:39:39.863] [bbotk] 4 0.1791381
## INFO [12:39:39.863] [bbotk] 4 0.2650956
## INFO [12:39:39.863] [bbotk] 4 0.2251361
## INFO [12:39:39.863] [bbotk] 4 0.1510433
## INFO [12:39:39.863] [bbotk] 4 0.1806854
## INFO [12:39:39.863] [bbotk] 3 0.1487662
## INFO [12:39:39.863] [bbotk] 1 0.1508714
## INFO [12:39:39.863] [bbotk] 1 0.1560239
## INFO [12:39:39.863] [bbotk] 2 0.1632683
## INFO [12:39:39.863] [bbotk] 5 0.1313453
## INFO [12:39:40.064] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:40.198] [bbotk] Result of batch 101:
## INFO [12:39:40.204] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:40.204] [bbotk] 1 8 886.0000 0.7200000 272.59592 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 1 1 903.9139 0.7200000 735.57443 29.79505 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.82185
## INFO [12:39:40.204] [bbotk] 1 6 886.9925 0.7200000 129.16000 32.29000 32.19164
## INFO [12:39:40.204] [bbotk] 12 8 914.0159 0.7126764 39.84439 32.99481 33.62065
## INFO [12:39:40.204] [bbotk] 1 1 992.3753 0.7200000 129.16000 24.31673 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 906.9887 0.7200000 129.16000 35.56422 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 937.0864 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 10 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 926.2091 0.7022707 129.16000 23.49105 26.27639
## INFO [12:39:40.204] [bbotk] 1 2 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 908.8859 0.6984663 129.16000 30.56770 32.81500
## INFO [12:39:40.204] [bbotk] 1 4 886.0000 0.7386254 554.49718 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 999.2255 0.7200000 129.16000 32.29000 34.60673
## INFO [12:39:40.204] [bbotk] 1 5 904.3641 0.7200000 699.37446 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.19481
## INFO [12:39:40.204] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 1 8 920.7728 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] 1 4 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.204] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:40.204] [bbotk] 30.48923 30.48000 101 NA 2001 0.10 0.016853966
## INFO [12:39:40.204] [bbotk] 30.71243 27.34712 101 NA 2002 0.00 0.135966375
## INFO [12:39:40.204] [bbotk] 33.05000 27.45918 101 NA 2003 0.20 0.015227175
## INFO [12:39:40.204] [bbotk] 34.82363 25.84600 101 NA 2004 0.05 0.090436447
## INFO [12:39:40.204] [bbotk] 33.05000 30.32702 101 NA 2005 0.20 0.082256504
## INFO [12:39:40.204] [bbotk] 33.05000 33.00937 101 NA 2006 0.10 0.141918891
## INFO [12:39:40.204] [bbotk] 33.05000 30.48000 101 NA 2007 0.10 0.020854517
## INFO [12:39:40.204] [bbotk] 33.05000 30.48000 101 NA 2008 0.10 0.000000000
## INFO [12:39:40.204] [bbotk] 33.05000 30.48000 101 NA 2009 0.10 0.018102905
## INFO [12:39:40.204] [bbotk] 33.05000 28.86341 101 NA 2010 0.20 0.066958154
## INFO [12:39:40.204] [bbotk] 33.00503 23.09712 101 NA 2011 0.10 0.115846191
## INFO [12:39:40.204] [bbotk] 33.00716 30.48000 101 NA 2012 0.20 0.058956994
## INFO [12:39:40.204] [bbotk] 33.05000 28.71503 101 NA 2013 0.05 0.027567243
## INFO [12:39:40.204] [bbotk] 33.05000 30.48000 101 NA 2014 0.05 0.088185828
## INFO [12:39:40.204] [bbotk] 33.05000 30.48000 101 NA 2015 0.25 0.047070069
## INFO [12:39:40.204] [bbotk] 31.30563 29.75810 101 NA 2016 0.00 0.109682035
## INFO [12:39:40.204] [bbotk] 33.05000 29.91799 101 NA 2017 0.00 0.005232895
## INFO [12:39:40.204] [bbotk] 33.05000 30.48000 101 NA 2018 0.10 0.000000000
## INFO [12:39:40.204] [bbotk] 31.61013 24.97763 101 NA 2019 0.10 0.044495861
## INFO [12:39:40.204] [bbotk] 33.05000 30.48000 101 NA 2020 0.05 0.058823529
## INFO [12:39:40.204] [bbotk] no_changed dist_train
## INFO [12:39:40.204] [bbotk] 2 0.1668829
## INFO [12:39:40.204] [bbotk] 6 0.1634645
## INFO [12:39:40.204] [bbotk] 2 0.1619826
## INFO [12:39:40.204] [bbotk] 5 0.1774688
## INFO [12:39:40.204] [bbotk] 7 0.2142145
## INFO [12:39:40.204] [bbotk] 4 0.1726375
## INFO [12:39:40.204] [bbotk] 2 0.1694660
## INFO [12:39:40.204] [bbotk] 0 0.1500290
## INFO [12:39:40.204] [bbotk] 1 0.1569301
## INFO [12:39:40.204] [bbotk] 2 0.2137667
## INFO [12:39:40.204] [bbotk] 6 0.1893841
## INFO [12:39:40.204] [bbotk] 2 0.1501624
## INFO [12:39:40.204] [bbotk] 4 0.1382328
## INFO [12:39:40.204] [bbotk] 3 0.1662664
## INFO [12:39:40.204] [bbotk] 2 0.1858973
## INFO [12:39:40.204] [bbotk] 5 0.1962496
## INFO [12:39:40.204] [bbotk] 2 0.1520414
## INFO [12:39:40.204] [bbotk] 0 0.1500290
## INFO [12:39:40.204] [bbotk] 3 0.1589170
## INFO [12:39:40.204] [bbotk] 1 0.1384919
## INFO [12:39:40.407] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:40.537] [bbotk] Result of batch 102:
## INFO [12:39:40.542] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:40.542] [bbotk] 1 8 906.9228 0.7200000 540.02332 32.29000 30.61999
## INFO [12:39:40.542] [bbotk] 1 4 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.542] [bbotk] 1 8 889.6591 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.542] [bbotk] 1 8 907.0809 0.7054225 129.16000 32.29000 26.51858
## INFO [12:39:40.542] [bbotk] 1 1 886.0000 0.7200000 255.88208 21.79251 32.81500
## INFO [12:39:40.542] [bbotk] 1 5 886.0000 0.7200000 129.16000 31.58342 26.45091
## INFO [12:39:40.542] [bbotk] 1 8 886.0000 0.7370561 129.16000 32.29000 32.81500
## INFO [12:39:40.542] [bbotk] 1 8 897.5613 0.6924084 833.64368 32.29000 32.81500
## INFO [12:39:40.542] [bbotk] 1 8 977.5967 0.7445847 129.16000 32.29000 32.81500
## INFO [12:39:40.542] [bbotk] 1 3 906.9228 0.7134828 341.09151 32.75834 21.66992
## INFO [12:39:40.542] [bbotk] 1 8 870.9422 0.7513905 776.67295 32.29000 32.19481
## INFO [12:39:40.542] [bbotk] 3 8 911.0601 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.542] [bbotk] 10 6 885.4803 0.7200000 129.16000 32.29000 29.89807
## INFO [12:39:40.542] [bbotk] 6 8 886.0000 0.7200000 129.16000 33.42786 32.81500
## INFO [12:39:40.542] [bbotk] 1 0 978.2382 0.7200000 129.16000 32.29000 36.43915
## INFO [12:39:40.542] [bbotk] 1 4 886.0000 0.7200000 50.44235 28.99929 32.81500
## INFO [12:39:40.542] [bbotk] 1 3 908.3657 0.7200000 129.16000 26.23440 32.81500
## INFO [12:39:40.542] [bbotk] 1 8 886.0000 0.7003529 500.95887 32.29000 32.81500
## INFO [12:39:40.542] [bbotk] 1 8 886.0000 0.7200000 129.16000 31.17981 32.81500
## INFO [12:39:40.542] [bbotk] 1 8 888.0267 0.7200000 129.16000 35.38677 32.19481
## INFO [12:39:40.542] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:40.542] [bbotk] 22.57645 30.48000 102 NA 2021 0.15 0.073980862
## INFO [12:39:40.542] [bbotk] 27.25784 29.06584 102 NA 2022 0.15 0.083985870
## INFO [12:39:40.542] [bbotk] 33.05000 30.48000 102 NA 2023 0.10 0.001296628
## INFO [12:39:40.542] [bbotk] 33.05000 27.80386 102 NA 2024 0.00 0.047733516
## INFO [12:39:40.542] [bbotk] 22.76739 25.87172 102 NA 2025 0.10 0.164906848
## INFO [12:39:40.542] [bbotk] 32.89850 30.48000 102 NA 2026 0.10 0.086868517
## INFO [12:39:40.542] [bbotk] 33.05000 28.70392 102 NA 2027 0.25 0.011724120
## INFO [12:39:40.542] [bbotk] 30.70670 30.27545 102 NA 2028 0.00 0.060527372
## INFO [12:39:40.542] [bbotk] 33.05000 22.63170 102 NA 2029 0.10 0.075967456
## INFO [12:39:40.542] [bbotk] 33.26519 28.61082 102 NA 2030 0.00 0.135628053
## INFO [12:39:40.542] [bbotk] 33.05000 29.91799 102 NA 2031 0.00 0.055764630
## INFO [12:39:40.542] [bbotk] 33.05000 22.96324 102 NA 2032 0.10 0.105527783
## INFO [12:39:40.542] [bbotk] 33.05000 30.48000 102 NA 2033 0.00 0.129141972
## INFO [12:39:40.542] [bbotk] 33.05000 30.48000 102 NA 2034 0.15 0.063486216
## INFO [12:39:40.542] [bbotk] 33.05000 30.48000 102 NA 2035 0.30 0.105562025
## INFO [12:39:40.542] [bbotk] 27.08364 25.14732 102 NA 2036 0.25 0.122601921
## INFO [12:39:40.542] [bbotk] 27.97533 29.14864 102 NA 2037 0.20 0.114073750
## INFO [12:39:40.542] [bbotk] 33.05000 30.48000 102 NA 2038 0.05 0.026216407
## INFO [12:39:40.542] [bbotk] 33.05000 28.03228 102 NA 2039 0.20 0.016866114
## INFO [12:39:40.542] [bbotk] 38.46072 29.91799 102 NA 2040 0.00 0.035498840
## INFO [12:39:40.542] [bbotk] no_changed dist_train
## INFO [12:39:40.542] [bbotk] 4 0.1927618
## INFO [12:39:40.542] [bbotk] 3 0.1385660
## INFO [12:39:40.542] [bbotk] 1 0.1499082
## INFO [12:39:40.542] [bbotk] 4 0.1531112
## INFO [12:39:40.542] [bbotk] 5 0.1938224
## INFO [12:39:40.542] [bbotk] 4 0.1778281
## INFO [12:39:40.542] [bbotk] 2 0.1552647
## INFO [12:39:40.542] [bbotk] 5 0.1918904
## INFO [12:39:40.542] [bbotk] 3 0.1984912
## INFO [12:39:40.542] [bbotk] 8 0.2200836
## INFO [12:39:40.542] [bbotk] 5 0.1993052
## INFO [12:39:40.542] [bbotk] 3 0.2358048
## INFO [12:39:40.542] [bbotk] 4 0.2203474
## INFO [12:39:40.542] [bbotk] 2 0.2135152
## INFO [12:39:40.542] [bbotk] 3 0.1802297
## INFO [12:39:40.542] [bbotk] 5 0.1306141
## INFO [12:39:40.542] [bbotk] 5 0.1859676
## INFO [12:39:40.542] [bbotk] 2 0.1762454
## INFO [12:39:40.542] [bbotk] 2 0.1558050
## INFO [12:39:40.542] [bbotk] 5 0.1715873
## INFO [12:39:40.728] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:40.857] [bbotk] Result of batch 103:
## INFO [12:39:40.862] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:40.862] [bbotk] 1 8 908.3657 0.7440138 107.94375 26.27457 31.39781
## INFO [12:39:40.862] [bbotk] 1 8 858.2615 0.7200000 129.16000 32.06111 32.81500
## INFO [12:39:40.862] [bbotk] 1 3 885.3504 0.7200000 129.16000 32.85723 32.81500
## INFO [12:39:40.862] [bbotk] 1 8 887.5522 0.7200000 129.16000 35.39912 32.27069
## INFO [12:39:40.862] [bbotk] 6 3 974.5955 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 8 8 886.0000 0.7200000 33.16257 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 12 8 886.0000 0.7200000 777.62423 32.29000 33.94036
## INFO [12:39:40.862] [bbotk] 6 8 921.4238 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 1 4 886.0000 0.6935079 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 1 8 880.3165 0.7200000 31.16052 24.97098 32.19481
## INFO [12:39:40.862] [bbotk] 1 8 906.9228 0.7280553 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 1 8 890.6158 0.7200000 129.16000 32.90809 32.81500
## INFO [12:39:40.862] [bbotk] 1 4 912.5813 0.7200000 855.99708 28.20839 32.73269
## INFO [12:39:40.862] [bbotk] 1 4 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 1 8 886.0000 0.7200000 129.16000 24.80341 35.65906
## INFO [12:39:40.862] [bbotk] 1 7 886.0000 0.7472557 129.16000 32.29000 32.81500
## INFO [12:39:40.862] [bbotk] 1 8 905.4057 0.7116108 129.16000 29.48273 32.81500
## INFO [12:39:40.862] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:40.862] [bbotk] 30.95111 28.49535 103 NA 2041 0.00 0.059833407
## INFO [12:39:40.862] [bbotk] 33.05000 30.48000 103 NA 2042 0.15 0.010767342
## INFO [12:39:40.862] [bbotk] 33.14580 30.87413 103 NA 2043 0.10 0.063659835
## INFO [12:39:40.862] [bbotk] 33.05000 30.48000 103 NA 2044 0.10 0.015401126
## INFO [12:39:40.862] [bbotk] 33.05000 30.48000 103 NA 2045 0.00 0.149041646
## INFO [12:39:40.862] [bbotk] 33.05000 28.87404 103 NA 2046 0.30 0.072844752
## INFO [12:39:40.862] [bbotk] 33.00560 22.19591 103 NA 2047 0.25 0.145136282
## INFO [12:39:40.862] [bbotk] 33.05000 22.49021 103 NA 2048 0.10 0.111580509
## INFO [12:39:40.862] [bbotk] 33.05000 25.83429 103 NA 2049 0.05 0.086529281
## INFO [12:39:40.862] [bbotk] 33.05000 30.48000 103 NA 2050 0.10 0.000000000
## INFO [12:39:40.862] [bbotk] 33.05000 29.75810 103 NA 2051 0.10 0.003632555
## INFO [12:39:40.862] [bbotk] 36.17328 25.03709 103 NA 2052 0.25 0.037119503
## INFO [12:39:40.862] [bbotk] 33.05000 27.25417 103 NA 2053 0.20 0.056706770
## INFO [12:39:40.862] [bbotk] 33.05000 26.67345 103 NA 2054 0.00 0.027884786
## INFO [12:39:40.862] [bbotk] 33.05000 30.48000 103 NA 2055 0.15 0.004168447
## INFO [12:39:40.862] [bbotk] 33.05000 30.48000 103 NA 2056 0.05 0.130262585
## INFO [12:39:40.862] [bbotk] 33.05000 30.48000 103 NA 2057 0.05 0.058823529
## INFO [12:39:40.862] [bbotk] 29.94302 21.71374 103 NA 2058 0.20 0.095498249
## INFO [12:39:40.862] [bbotk] 21.70125 30.48000 103 NA 2059 0.20 0.098635855
## INFO [12:39:40.862] [bbotk] 33.05000 29.96527 103 NA 2060 0.05 0.022341015
## INFO [12:39:40.862] [bbotk] no_changed dist_train
## INFO [12:39:40.862] [bbotk] 7 0.1453686
## INFO [12:39:40.862] [bbotk] 2 0.1605504
## INFO [12:39:40.862] [bbotk] 5 0.1546160
## INFO [12:39:40.862] [bbotk] 3 0.1643300
## INFO [12:39:40.862] [bbotk] 3 0.2388296
## INFO [12:39:40.862] [bbotk] 3 0.2124287
## INFO [12:39:40.862] [bbotk] 5 0.2913244
## INFO [12:39:40.862] [bbotk] 3 0.2345126
## INFO [12:39:40.862] [bbotk] 3 0.1325455
## INFO [12:39:40.862] [bbotk] 0 0.1500290
## INFO [12:39:40.862] [bbotk] 1 0.1504411
## INFO [12:39:40.862] [bbotk] 2 0.1835753
## INFO [12:39:40.862] [bbotk] 5 0.1713835
## INFO [12:39:40.862] [bbotk] 3 0.1610940
## INFO [12:39:40.862] [bbotk] 2 0.1527800
## INFO [12:39:40.862] [bbotk] 5 0.1716750
## INFO [12:39:40.862] [bbotk] 1 0.1384919
## INFO [12:39:40.862] [bbotk] 4 0.2098707
## INFO [12:39:40.862] [bbotk] 3 0.1865733
## INFO [12:39:40.862] [bbotk] 4 0.1450510
## INFO [12:39:41.127] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:41.272] [bbotk] Result of batch 104:
## INFO [12:39:41.278] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:41.278] [bbotk] 1 8 886.4809 0.7200000 934.3986 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 1 9 906.5460 0.7187264 172.2516 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 7 6 886.0000 0.7336286 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 1 8 902.7185 0.7020274 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 1 8 886.0000 0.7200000 129.1600 31.34106 32.81500
## INFO [12:39:41.278] [bbotk] 1 8 906.9228 0.7200000 129.1600 28.81020 32.81500
## INFO [12:39:41.278] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.62462 32.81500
## INFO [12:39:41.278] [bbotk] 1 4 912.1057 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 8 8 982.9407 0.6694758 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 5 8 886.0000 0.7279984 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 1 8 921.0035 0.7467697 129.1600 32.29000 23.17254
## INFO [12:39:41.278] [bbotk] 1 7 886.0000 0.7311483 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 1 3 992.1520 0.7200000 129.1600 32.29000 32.43379
## INFO [12:39:41.278] [bbotk] 1 8 886.0000 0.7018319 129.1600 32.29000 28.11394
## INFO [12:39:41.278] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 6 8 917.3155 0.7206603 129.1600 26.20207 32.81500
## INFO [12:39:41.278] [bbotk] 1 8 892.2045 0.7445159 160.7381 35.31500 31.26133
## INFO [12:39:41.278] [bbotk] 9 8 939.1846 0.7383474 129.1600 32.29000 32.81500
## INFO [12:39:41.278] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.83311
## INFO [12:39:41.278] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:41.278] [bbotk] 32.44476 28.30563 104 NA 2061 0.15 0.062823886
## INFO [12:39:41.278] [bbotk] 33.05000 30.48000 104 NA 2062 0.05 0.068978704
## INFO [12:39:41.278] [bbotk] 33.05000 30.48000 104 NA 2063 0.05 0.119873962
## INFO [12:39:41.278] [bbotk] 29.37283 30.48000 104 NA 2064 0.20 0.020317865
## INFO [12:39:41.278] [bbotk] 33.05000 28.61082 104 NA 2065 0.20 0.013294136
## INFO [12:39:41.278] [bbotk] 33.05000 28.61082 104 NA 2066 0.00 0.031079219
## INFO [12:39:41.278] [bbotk] 31.39835 30.48000 104 NA 2067 0.15 0.006517188
## INFO [12:39:41.278] [bbotk] 32.66513 29.65136 104 NA 2068 0.00 0.073443099
## INFO [12:39:41.278] [bbotk] 35.69915 30.48000 104 NA 2069 0.15 0.109684697
## INFO [12:39:41.278] [bbotk] 33.05000 22.81607 104 NA 2070 0.20 0.098694977
## INFO [12:39:41.278] [bbotk] 30.51235 24.68272 104 NA 2071 0.00 0.095901627
## INFO [12:39:41.278] [bbotk] 33.05000 30.48000 104 NA 2072 0.15 0.054167718
## INFO [12:39:41.278] [bbotk] 33.05000 30.48000 104 NA 2073 0.10 0.060645139
## INFO [12:39:41.278] [bbotk] 34.95672 30.48000 104 NA 2074 0.00 0.103858267
## INFO [12:39:41.278] [bbotk] 33.01867 29.58775 104 NA 2075 0.05 0.025784945
## INFO [12:39:41.278] [bbotk] 33.04975 28.61115 104 NA 2076 0.20 0.009404723
## INFO [12:39:41.278] [bbotk] 33.05000 30.48000 104 NA 2077 0.10 0.094975312
## INFO [12:39:41.278] [bbotk] 27.22920 30.48880 104 NA 2078 0.25 0.044758648
## INFO [12:39:41.278] [bbotk] 33.00692 30.48000 104 NA 2079 0.10 0.080802108
## INFO [12:39:41.278] [bbotk] 22.85809 29.58567 104 NA 2080 0.15 0.040062075
## INFO [12:39:41.278] [bbotk] no_changed dist_train
## INFO [12:39:41.278] [bbotk] 4 0.2067491
## INFO [12:39:41.278] [bbotk] 4 0.1587667
## INFO [12:39:41.278] [bbotk] 3 0.2078114
## INFO [12:39:41.278] [bbotk] 3 0.1532279
## INFO [12:39:41.278] [bbotk] 2 0.1535546
## INFO [12:39:41.278] [bbotk] 3 0.1443322
## INFO [12:39:41.278] [bbotk] 2 0.1565461
## INFO [12:39:41.278] [bbotk] 4 0.1315854
## INFO [12:39:41.278] [bbotk] 4 0.2320007
## INFO [12:39:41.278] [bbotk] 3 0.2428896
## INFO [12:39:41.278] [bbotk] 3 0.1347624
## INFO [12:39:41.278] [bbotk] 3 0.1707457
## INFO [12:39:41.278] [bbotk] 2 0.1485826
## INFO [12:39:41.278] [bbotk] 4 0.1921980
## INFO [12:39:41.278] [bbotk] 4 0.1520584
## INFO [12:39:41.278] [bbotk] 2 0.1562132
## INFO [12:39:41.278] [bbotk] 4 0.2171663
## INFO [12:39:41.278] [bbotk] 7 0.1789445
## INFO [12:39:41.278] [bbotk] 4 0.2193609
## INFO [12:39:41.278] [bbotk] 3 0.1740790
## INFO [12:39:41.466] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:41.597] [bbotk] Result of batch 105:
## INFO [12:39:41.613] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:41.613] [bbotk] 11 8 906.9228 0.7200000 129.1600 30.15526 32.81500
## INFO [12:39:41.613] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 7 913.1323 0.7200000 129.1600 32.06111 35.85758
## INFO [12:39:41.613] [bbotk] 1 8 904.3641 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 8 886.0000 0.7200000 129.1600 27.45099 34.74162
## INFO [12:39:41.613] [bbotk] 1 8 903.0390 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 8 886.0000 0.7244241 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 2 906.9112 0.7159134 625.6322 31.81102 32.81500
## INFO [12:39:41.613] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 2 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 7 998.6795 0.6932842 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 3 4 886.0000 0.7403825 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 8 890.3429 0.7028031 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 9 7 886.0000 0.6808400 299.8625 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 12 2 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] 1 0 921.4238 0.7200000 533.4746 32.29000 28.13199
## INFO [12:39:41.613] [bbotk] 1 4 914.0050 0.7200000 129.1600 33.08204 32.81500
## INFO [12:39:41.613] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:41.613] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:41.613] [bbotk] 29.43155 28.61082 105 NA 2081 0.10 0.0956648086
## INFO [12:39:41.613] [bbotk] 33.05000 28.61082 105 NA 2082 0.20 0.0094056019
## INFO [12:39:41.613] [bbotk] 31.93925 30.48000 105 NA 2083 0.25 0.0846347557
## INFO [12:39:41.613] [bbotk] 33.05000 29.75810 105 NA 2084 0.00 0.0101400227
## INFO [12:39:41.613] [bbotk] 33.05000 30.48000 105 NA 2085 0.20 0.0272998546
## INFO [12:39:41.613] [bbotk] 29.82122 30.48000 105 NA 2086 0.15 0.0160976664
## INFO [12:39:41.613] [bbotk] 33.05000 30.48000 105 NA 2087 0.10 0.0007228869
## INFO [12:39:41.613] [bbotk] 33.05000 28.59268 105 NA 2088 0.00 0.1090815989
## INFO [12:39:41.613] [bbotk] 33.05000 29.91799 105 NA 2089 0.10 0.0028280149
## INFO [12:39:41.613] [bbotk] 33.05000 30.48000 105 NA 2090 0.10 0.0000000000
## INFO [12:39:41.613] [bbotk] 33.05000 30.48000 105 NA 2091 0.10 0.0588235294
## INFO [12:39:41.613] [bbotk] 26.89584 30.77231 105 NA 2092 0.35 0.1237629744
## INFO [12:39:41.613] [bbotk] 32.97040 30.48000 105 NA 2093 0.10 0.1212255253
## INFO [12:39:41.613] [bbotk] 33.05000 30.02341 105 NA 2094 0.10 0.0066463974
## INFO [12:39:41.613] [bbotk] 33.05000 30.48000 105 NA 2095 0.05 0.1346084451
## INFO [12:39:41.613] [bbotk] 33.05000 28.32791 105 NA 2096 0.20 0.0108292219
## INFO [12:39:41.613] [bbotk] 30.51235 30.48000 105 NA 2097 0.20 0.1255535098
## INFO [12:39:41.613] [bbotk] 33.05000 29.25047 105 NA 2098 0.00 0.1207402403
## INFO [12:39:41.613] [bbotk] 33.05000 30.48000 105 NA 2099 0.15 0.0719929571
## INFO [12:39:41.613] [bbotk] 33.05000 29.91799 105 NA 2100 0.10 0.0028280149
## INFO [12:39:41.613] [bbotk] no_changed dist_train
## INFO [12:39:41.613] [bbotk] 5 0.1976698
## INFO [12:39:41.613] [bbotk] 1 0.1562141
## INFO [12:39:41.613] [bbotk] 5 0.1735565
## INFO [12:39:41.613] [bbotk] 2 0.1542010
## INFO [12:39:41.613] [bbotk] 2 0.1716847
## INFO [12:39:41.613] [bbotk] 2 0.1546540
## INFO [12:39:41.613] [bbotk] 1 0.1493061
## INFO [12:39:41.613] [bbotk] 6 0.1954033
## INFO [12:39:41.613] [bbotk] 1 0.1496365
## INFO [12:39:41.613] [bbotk] 0 0.1500290
## INFO [12:39:41.613] [bbotk] 1 0.2088525
## INFO [12:39:41.613] [bbotk] 5 0.2135510
## INFO [12:39:41.613] [bbotk] 4 0.2008939
## INFO [12:39:41.613] [bbotk] 3 0.1520375
## INFO [12:39:41.613] [bbotk] 4 0.2258139
## INFO [12:39:41.613] [bbotk] 1 0.1576377
## INFO [12:39:41.613] [bbotk] 3 0.2167589
## INFO [12:39:41.613] [bbotk] 5 0.2059123
## INFO [12:39:41.613] [bbotk] 3 0.1253225
## INFO [12:39:41.613] [bbotk] 1 0.1496365
## INFO [12:39:41.792] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:41.918] [bbotk] Result of batch 106:
## INFO [12:39:41.923] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:41.923] [bbotk] 1 4 867.7938 0.7288623 129.16000 30.41016 32.81500
## INFO [12:39:41.923] [bbotk] 8 6 869.2300 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 8 886.0000 0.7200000 129.16000 34.82700 32.81500
## INFO [12:39:41.923] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 25.05034
## INFO [12:39:41.923] [bbotk] 1 8 886.0000 0.7200000 935.83854 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 6 906.9228 0.7200000 129.16000 32.06111 32.81500
## INFO [12:39:41.923] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 9 870.6970 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 4 957.3142 0.7200000 565.17225 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 8 886.0000 0.7200000 129.16000 33.17513 32.81500
## INFO [12:39:41.923] [bbotk] 1 3 897.4948 0.7200000 129.16000 32.09155 32.81500
## INFO [12:39:41.923] [bbotk] 1 3 862.6293 0.7200000 26.54226 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 8 895.5184 0.7200000 129.16000 32.73223 28.95527
## INFO [12:39:41.923] [bbotk] 1 8 906.8424 0.7350017 129.16000 32.76649 32.81500
## INFO [12:39:41.923] [bbotk] 4 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 0 955.0027 0.7200000 283.04530 32.29000 32.81500
## INFO [12:39:41.923] [bbotk] 1 8 886.0000 0.7200000 129.16000 29.95538 32.81500
## INFO [12:39:41.923] [bbotk] 1 8 888.0267 0.7200000 129.16000 32.29000 32.19481
## INFO [12:39:41.923] [bbotk] 1 6 984.0944 0.7200000 129.16000 26.82865 32.81500
## INFO [12:39:41.923] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:41.923] [bbotk] 33.03132 30.24861 106 NA 2101 0.10 0.075648849
## INFO [12:39:41.923] [bbotk] 32.74922 30.48000 106 NA 2102 0.10 0.124526774
## INFO [12:39:41.923] [bbotk] 33.05000 29.91799 106 NA 2103 0.15 0.013224059
## INFO [12:39:41.923] [bbotk] 33.05000 22.84990 106 NA 2104 0.10 0.075916929
## INFO [12:39:41.923] [bbotk] 33.05000 26.04299 106 NA 2105 0.10 0.072242330
## INFO [12:39:41.923] [bbotk] 23.94804 28.61082 106 NA 2106 0.20 0.104939810
## INFO [12:39:41.923] [bbotk] 30.51235 30.48000 106 NA 2107 0.10 0.007906451
## INFO [12:39:41.923] [bbotk] 36.00290 29.91799 106 NA 2108 0.10 0.076274523
## INFO [12:39:41.923] [bbotk] 33.05000 30.48000 106 NA 2109 0.05 0.007414174
## INFO [12:39:41.923] [bbotk] 28.65115 27.04887 106 NA 2110 0.05 0.142044405
## INFO [12:39:41.923] [bbotk] 33.05000 28.84057 106 NA 2111 0.20 0.011876579
## INFO [12:39:41.923] [bbotk] 33.05000 30.48000 106 NA 2112 0.00 0.063710010
## INFO [12:39:41.923] [bbotk] 39.87882 30.48000 106 NA 2113 0.15 0.094731134
## INFO [12:39:41.923] [bbotk] 30.98023 30.48000 106 NA 2114 0.05 0.026600373
## INFO [12:39:41.923] [bbotk] 33.05000 28.30333 106 NA 2115 0.05 0.022742388
## INFO [12:39:41.923] [bbotk] 40.03754 23.99702 106 NA 2116 0.25 0.113216344
## INFO [12:39:41.923] [bbotk] 33.05000 30.48000 106 NA 2117 0.10 0.092797317
## INFO [12:39:41.923] [bbotk] 33.05000 28.91670 106 NA 2118 0.20 0.017433177
## INFO [12:39:41.923] [bbotk] 33.05000 30.48000 106 NA 2119 0.05 0.003123062
## INFO [12:39:41.923] [bbotk] 28.97949 28.49535 106 NA 2120 0.20 0.138632430
## INFO [12:39:41.923] [bbotk] no_changed dist_train
## INFO [12:39:41.923] [bbotk] 6 0.1451788
## INFO [12:39:41.923] [bbotk] 4 0.2157322
## INFO [12:39:41.923] [bbotk] 2 0.1600326
## INFO [12:39:41.923] [bbotk] 3 0.1861706
## INFO [12:39:41.923] [bbotk] 2 0.2190508
## INFO [12:39:41.923] [bbotk] 5 0.1881478
## INFO [12:39:41.923] [bbotk] 1 0.1579354
## INFO [12:39:41.923] [bbotk] 4 0.1640103
## INFO [12:39:41.923] [bbotk] 1 0.1560257
## INFO [12:39:41.923] [bbotk] 5 0.1554699
## INFO [12:39:41.923] [bbotk] 2 0.1586851
## INFO [12:39:41.923] [bbotk] 3 0.1532521
## INFO [12:39:41.923] [bbotk] 4 0.1856725
## INFO [12:39:41.923] [bbotk] 4 0.1483427
## INFO [12:39:41.923] [bbotk] 4 0.1560086
## INFO [12:39:41.923] [bbotk] 3 0.2596721
## INFO [12:39:41.923] [bbotk] 3 0.1825853
## INFO [12:39:41.923] [bbotk] 2 0.1469079
## INFO [12:39:41.923] [bbotk] 2 0.1517346
## INFO [12:39:41.923] [bbotk] 5 0.1937462
## INFO [12:39:42.155] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:42.290] [bbotk] Result of batch 107:
## INFO [12:39:42.295] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:42.295] [bbotk] 8 8 917.4571 0.7200000 301.9059 32.29000
## INFO [12:39:42.295] [bbotk] 10 8 886.0000 0.7200000 129.1600 29.30928
## INFO [12:39:42.295] [bbotk] 1 8 887.6753 0.7200000 620.5084 32.29000
## INFO [12:39:42.295] [bbotk] 1 8 886.0000 0.7382121 129.1600 32.29000
## INFO [12:39:42.295] [bbotk] 6 8 969.4363 0.7200000 142.1984 32.29000
## INFO [12:39:42.295] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:42.295] [bbotk] 1 8 1009.5708 0.7200000 129.1600 32.29000
## INFO [12:39:42.295] [bbotk] 10 9 956.3505 0.7200000 129.1600 35.18197
## INFO [12:39:42.295] [bbotk] 1 8 886.0000 0.7508011 293.0849 32.29000
## INFO [12:39:42.295] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:42.295] [bbotk] 1 6 890.9229 0.7418273 174.6348 32.29000
## INFO [12:39:42.295] [bbotk] 1 8 886.0000 0.7200000 129.1600 27.02454
## INFO [12:39:42.295] [bbotk] 12 8 916.0695 0.7090802 129.1600 21.99580
## INFO [12:39:42.295] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.31980
## INFO [12:39:42.295] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.08862
## INFO [12:39:42.295] [bbotk] 1 8 886.0000 0.7200000 129.1600 27.92423
## INFO [12:39:42.295] [bbotk] 1 1 886.0000 0.7200000 413.3723 32.29000
## INFO [12:39:42.295] [bbotk] 8 3 886.0000 0.7200000 129.1600 28.36252
## INFO [12:39:42.295] [bbotk] 8 3 926.1559 0.6956328 129.1600 27.83763
## INFO [12:39:42.295] [bbotk] 12 4 955.8462 0.7200000 129.1600 32.29000
## INFO [12:39:42.295] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:42.295] [bbotk] 28.57617 36.97494 30.48000 107 NA 2121 0.10
## INFO [12:39:42.295] [bbotk] 32.81500 33.05000 29.91799 107 NA 2122 0.10
## INFO [12:39:42.295] [bbotk] 32.81500 30.07823 30.48000 107 NA 2123 0.05
## INFO [12:39:42.295] [bbotk] 29.56043 33.05000 27.89140 107 NA 2124 0.20
## INFO [12:39:42.295] [bbotk] 32.81500 33.11861 27.98189 107 NA 2125 0.05
## INFO [12:39:42.295] [bbotk] 32.81500 30.92680 28.66444 107 NA 2126 0.10
## INFO [12:39:42.295] [bbotk] 32.81500 33.05000 22.84209 107 NA 2127 0.10
## INFO [12:39:42.295] [bbotk] 32.81500 36.52979 30.48000 107 NA 2128 0.15
## INFO [12:39:42.295] [bbotk] 32.81500 33.05000 30.48000 107 NA 2129 0.15
## INFO [12:39:42.295] [bbotk] 32.81500 38.23939 30.48000 107 NA 2130 0.05
## INFO [12:39:42.295] [bbotk] 32.19481 33.05000 28.50010 107 NA 2131 0.05
## INFO [12:39:42.295] [bbotk] 32.81500 31.30563 30.48000 107 NA 2132 0.15
## INFO [12:39:42.295] [bbotk] 32.81500 33.05000 30.48000 107 NA 2133 0.10
## INFO [12:39:42.295] [bbotk] 32.81500 33.05000 30.48000 107 NA 2134 0.15
## INFO [12:39:42.295] [bbotk] 32.81500 28.90737 30.48000 107 NA 2135 0.25
## INFO [12:39:42.295] [bbotk] 23.34447 33.05000 30.48000 107 NA 2136 0.10
## INFO [12:39:42.295] [bbotk] 32.81500 33.05000 28.87404 107 NA 2137 0.15
## INFO [12:39:42.295] [bbotk] 32.81500 33.05000 27.96961 107 NA 2138 0.10
## INFO [12:39:42.295] [bbotk] 32.81500 38.71781 24.29631 107 NA 2139 0.10
## INFO [12:39:42.295] [bbotk] 32.81500 24.46937 23.92807 107 NA 2140 0.25
## INFO [12:39:42.295] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:42.295] [bbotk] 0.109325101 5 0.2284165
## INFO [12:39:42.295] [bbotk] 0.073865845 3 0.2125947
## INFO [12:39:42.295] [bbotk] 0.040256240 3 0.1890979
## INFO [12:39:42.295] [bbotk] 0.028621518 3 0.1537035
## INFO [12:39:42.295] [bbotk] 0.101980804 5 0.2245045
## INFO [12:39:42.295] [bbotk] 0.015750939 2 0.1505582
## INFO [12:39:42.295] [bbotk] 0.082222001 2 0.2047457
## INFO [12:39:42.295] [bbotk] 0.165268856 5 0.2201050
## INFO [12:39:42.295] [bbotk] 0.015176171 2 0.1619372
## INFO [12:39:42.295] [bbotk] 0.074991862 2 0.1266194
## INFO [12:39:42.295] [bbotk] 0.079316091 6 0.1626157
## INFO [12:39:42.295] [bbotk] 0.027011535 2 0.1605267
## INFO [12:39:42.295] [bbotk] 0.113446504 4 0.2329521
## INFO [12:39:42.295] [bbotk] 0.000122117 1 0.1501511
## INFO [12:39:42.295] [bbotk] 0.013732224 2 0.1627140
## INFO [12:39:42.295] [bbotk] 0.054613094 2 0.1760425
## INFO [12:39:42.295] [bbotk] 0.084491081 3 0.1136525
## INFO [12:39:42.295] [bbotk] 0.146373138 4 0.2341123
## INFO [12:39:42.295] [bbotk] 0.202877979 7 0.2592410
## INFO [12:39:42.295] [bbotk] 0.202100912 5 0.2155264
## INFO [12:39:42.460] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:42.600] [bbotk] Result of batch 108:
## INFO [12:39:42.605] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:42.605] [bbotk] 1 2 878.7757 0.7200000 129.1600 21.48064
## INFO [12:39:42.605] [bbotk] 3 8 880.2733 0.6868765 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 12 8 907.7646 0.7200000 129.1600 26.69971
## INFO [12:39:42.605] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 1 8 907.0809 0.7200000 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 1 0 890.3230 0.7082615 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 1 8 1002.2767 0.6910377 875.8793 32.29000
## INFO [12:39:42.605] [bbotk] 1 0 886.0000 0.7200000 129.1600 28.57382
## INFO [12:39:42.605] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.06111
## INFO [12:39:42.605] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.05904
## INFO [12:39:42.605] [bbotk] 1 8 888.0267 0.7200000 129.1600 33.85027
## INFO [12:39:42.605] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 1 4 909.2078 0.7185949 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 2 6 866.3383 0.7367388 669.8590 32.29000
## INFO [12:39:42.605] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 1 4 960.1594 0.7200000 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 1 8 886.0000 0.7200000 129.1600 24.52067
## INFO [12:39:42.605] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] 10 8 902.5487 0.7200000 129.1600 32.29000
## INFO [12:39:42.605] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:42.605] [bbotk] 32.81500 33.05000 31.76277 108 NA 2141 0.20
## INFO [12:39:42.605] [bbotk] 32.81500 23.17354 28.61082 108 NA 2142 0.25
## INFO [12:39:42.605] [bbotk] 32.81500 37.27623 30.48000 108 NA 2143 0.10
## INFO [12:39:42.605] [bbotk] 32.81500 32.87246 30.48000 108 NA 2144 0.10
## INFO [12:39:42.605] [bbotk] 32.81500 33.05000 28.60813 108 NA 2145 0.00
## INFO [12:39:42.605] [bbotk] 32.81500 33.05000 30.48000 108 NA 2146 0.05
## INFO [12:39:42.605] [bbotk] 32.81500 39.80523 30.48000 108 NA 2147 0.05
## INFO [12:39:42.605] [bbotk] 32.81500 21.47793 30.48000 108 NA 2148 0.20
## INFO [12:39:42.605] [bbotk] 26.03250 33.05000 30.48000 108 NA 2149 0.10
## INFO [12:39:42.605] [bbotk] 32.81500 33.05000 28.61082 108 NA 2150 0.20
## INFO [12:39:42.605] [bbotk] 32.81500 33.05000 31.41539 108 NA 2151 0.20
## INFO [12:39:42.605] [bbotk] 30.71077 29.81781 26.46025 108 NA 2152 0.10
## INFO [12:39:42.605] [bbotk] 32.81500 33.05000 30.48000 108 NA 2153 0.10
## INFO [12:39:42.605] [bbotk] 32.81500 25.10043 30.48000 108 NA 2154 0.30
## INFO [12:39:42.605] [bbotk] 34.83964 33.05000 30.48000 108 NA 2155 0.20
## INFO [12:39:42.605] [bbotk] 32.81500 30.51235 30.48000 108 NA 2156 0.05
## INFO [12:39:42.605] [bbotk] 32.81500 33.05000 30.06616 108 NA 2157 0.10
## INFO [12:39:42.605] [bbotk] 33.90644 33.05000 29.91799 108 NA 2158 0.15
## INFO [12:39:42.605] [bbotk] 32.81500 30.95111 30.48000 108 NA 2159 0.10
## INFO [12:39:42.605] [bbotk] 23.74007 33.05000 28.67607 108 NA 2160 0.00
## INFO [12:39:42.605] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:42.605] [bbotk] 0.1121326591 4 0.2030922
## INFO [12:39:42.605] [bbotk] 0.1064424151 5 0.2299464
## INFO [12:39:42.605] [bbotk] 0.1026112236 4 0.2315712
## INFO [12:39:42.605] [bbotk] 0.0005531538 1 0.1505821
## INFO [12:39:42.605] [bbotk] 0.0168893569 2 0.1499864
## INFO [12:39:42.605] [bbotk] 0.0074141743 1 0.1560257
## INFO [12:39:42.605] [bbotk] 0.0833204459 4 0.1728592
## INFO [12:39:42.605] [bbotk] 0.1281959671 4 0.2438495
## INFO [12:39:42.605] [bbotk] 0.1003515963 3 0.1913112
## INFO [12:39:42.605] [bbotk] 0.0103435506 2 0.1565052
## INFO [12:39:42.605] [bbotk] 0.0119560027 2 0.1563386
## INFO [12:39:42.605] [bbotk] 0.0455688300 5 0.1621423
## INFO [12:39:42.605] [bbotk] 0.0000000000 0 0.1500290
## INFO [12:39:42.605] [bbotk] 0.0920450869 4 0.1439503
## INFO [12:39:42.605] [bbotk] 0.1686574994 6 0.2559745
## INFO [12:39:42.605] [bbotk] 0.0667299804 2 0.1382985
## INFO [12:39:42.605] [bbotk] 0.0871850009 3 0.1285826
## INFO [12:39:42.605] [bbotk] 0.0388971514 3 0.1776260
## INFO [12:39:42.605] [bbotk] 0.0144649046 2 0.1498761
## INFO [12:39:42.605] [bbotk] 0.1089541089 4 0.2223078
## INFO [12:39:42.815] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:42.956] [bbotk] Result of batch 109:
## INFO [12:39:42.962] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:42.962] [bbotk] 1 5 886.0000 0.6917576 129.1600 32.29000 32.81500
## INFO [12:39:42.962] [bbotk] 1 4 962.2545 0.7419774 786.7225 32.29000 35.88188
## INFO [12:39:42.962] [bbotk] 4 8 930.5237 0.7200000 797.9395 32.23934 30.11642
## INFO [12:39:42.962] [bbotk] 1 8 886.0000 0.7090744 129.1600 33.24021 32.81500
## INFO [12:39:42.962] [bbotk] 1 8 911.1994 0.7200000 129.1600 33.91201 32.43705
## INFO [12:39:42.962] [bbotk] 6 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:42.962] [bbotk] 1 8 899.2973 0.7200000 129.1600 32.29000 24.82817
## INFO [12:39:42.962] [bbotk] 1 8 906.9458 0.7200000 27.6646 32.29000 32.81500
## INFO [12:39:42.962] [bbotk] 1 8 904.3641 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:42.962] [bbotk] 1 3 874.5572 0.7200000 485.9638 34.52498 29.31083
## INFO [12:39:42.962] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:42.962] [bbotk] 12 8 938.4823 0.7200000 129.1600 32.29000 22.02192
## INFO [12:39:42.962] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:42.962] [bbotk] 11 8 926.5973 0.7200000 129.1600 32.51372 30.91192
## INFO [12:39:42.962] [bbotk] 1 8 902.7625 0.7200000 129.1600 29.97824 32.63063
## INFO [12:39:42.962] [bbotk] 1 8 887.5517 0.7035605 129.1600 32.25954 27.46097
## INFO [12:39:42.962] [bbotk] 1 8 886.0000 0.7200000 435.5642 28.98065 32.81500
## INFO [12:39:42.962] [bbotk] 1 2 906.9124 0.7200000 129.1600 30.56377 32.81500
## INFO [12:39:42.962] [bbotk] 1 8 894.6125 0.7200000 796.4139 32.29000 30.09986
## INFO [12:39:42.962] [bbotk] 9 9 886.0000 0.7200000 129.1600 23.64123 35.79470
## INFO [12:39:42.962] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:42.962] [bbotk] 33.05000 30.48000 109 NA 2161 0.05 0.063438307
## INFO [12:39:42.962] [bbotk] 33.05000 30.48000 109 NA 2162 0.30 0.142016774
## INFO [12:39:42.962] [bbotk] 29.03412 27.29848 109 NA 2163 0.10 0.155176520
## INFO [12:39:42.962] [bbotk] 30.46053 28.76969 109 NA 2164 0.10 0.022353076
## INFO [12:39:42.962] [bbotk] 32.76797 30.48000 109 NA 2165 0.10 0.017920492
## INFO [12:39:42.962] [bbotk] 23.79969 30.48000 109 NA 2166 0.20 0.146467803
## INFO [12:39:42.962] [bbotk] 31.14205 30.48000 109 NA 2167 0.05 0.041626422
## INFO [12:39:42.962] [bbotk] 34.05255 32.86344 109 NA 2168 0.25 0.028819586
## INFO [12:39:42.962] [bbotk] 31.30563 30.48000 109 NA 2169 0.10 0.011942322
## INFO [12:39:42.962] [bbotk] 33.05000 26.37650 109 NA 2170 0.00 0.128351515
## INFO [12:39:42.962] [bbotk] 33.05000 28.77264 109 NA 2171 0.00 0.016159456
## INFO [12:39:42.962] [bbotk] 31.65252 30.48000 109 NA 2172 0.10 0.123626654
## INFO [12:39:42.962] [bbotk] 33.05000 29.34729 109 NA 2173 0.10 0.005699738
## INFO [12:39:42.962] [bbotk] 33.05000 23.02973 109 NA 2174 0.10 0.118995121
## INFO [12:39:42.962] [bbotk] 33.05000 30.38663 109 NA 2175 0.05 0.016597778
## INFO [12:39:42.962] [bbotk] 33.05000 30.48000 109 NA 2176 0.10 0.024121783
## INFO [12:39:42.962] [bbotk] 24.64615 30.48000 109 NA 2177 0.30 0.058704062
## INFO [12:39:42.962] [bbotk] 33.05000 30.48000 109 NA 2178 0.10 0.073307733
## INFO [12:39:42.962] [bbotk] 22.78811 30.48000 109 NA 2179 0.20 0.086840905
## INFO [12:39:42.962] [bbotk] 33.05000 21.68176 109 NA 2180 0.30 0.208914230
## INFO [12:39:42.962] [bbotk] no_changed dist_train
## INFO [12:39:42.962] [bbotk] 2 0.1546437
## INFO [12:39:42.962] [bbotk] 5 0.1580423
## INFO [12:39:42.962] [bbotk] 7 0.2426480
## INFO [12:39:42.962] [bbotk] 4 0.1531113
## INFO [12:39:42.962] [bbotk] 4 0.1597138
## INFO [12:39:42.962] [bbotk] 3 0.2152799
## INFO [12:39:42.962] [bbotk] 3 0.1616989
## INFO [12:39:42.962] [bbotk] 4 0.1696433
## INFO [12:39:42.962] [bbotk] 2 0.1523987
## INFO [12:39:42.962] [bbotk] 6 0.2158687
## INFO [12:39:42.962] [bbotk] 2 0.1490607
## INFO [12:39:42.962] [bbotk] 4 0.2307902
## INFO [12:39:42.962] [bbotk] 1 0.1525082
## INFO [12:39:42.962] [bbotk] 5 0.2267600
## INFO [12:39:42.962] [bbotk] 4 0.1477433
## INFO [12:39:42.962] [bbotk] 4 0.1587856
## INFO [12:39:42.962] [bbotk] 3 0.1893801
## INFO [12:39:42.962] [bbotk] 3 0.1628499
## INFO [12:39:42.962] [bbotk] 4 0.2103127
## INFO [12:39:42.962] [bbotk] 5 0.2959194
## INFO [12:39:43.165] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:43.301] [bbotk] Result of batch 110:
## INFO [12:39:43.307] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:43.307] [bbotk] 1 8 907.3572 0.7446597 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 8 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 8 902.5487 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 8 2 921.4238 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 8 931.3722 0.7200000 129.16 31.64460 32.81500
## INFO [12:39:43.307] [bbotk] 1 8 908.1573 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 1 908.3894 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 8 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 5 883.0747 0.7200000 129.16 32.29000 24.86775
## INFO [12:39:43.307] [bbotk] 1 8 886.0000 0.7041720 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 8 879.5628 0.7381350 129.16 34.61098 26.23949
## INFO [12:39:43.307] [bbotk] 1 8 901.0717 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 8 886.3776 0.7200000 129.16 32.29000 32.19481
## INFO [12:39:43.307] [bbotk] 1 8 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 4 886.0000 0.7200000 129.16 22.34241 32.81500
## INFO [12:39:43.307] [bbotk] 1 3 886.0000 0.6979584 129.16 32.29000 34.43571
## INFO [12:39:43.307] [bbotk] 1 4 886.0000 0.7028748 129.16 32.29000 29.36882
## INFO [12:39:43.307] [bbotk] 1 3 886.0000 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 1 8 899.5753 0.7200000 129.16 32.29000 32.81500
## INFO [12:39:43.307] [bbotk] 5 6 885.2941 0.7200000 129.16 28.24400 32.01942
## INFO [12:39:43.307] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:43.307] [bbotk] 28.07352 23.82310 110 NA 2181 0.25 0.060599663
## INFO [12:39:43.307] [bbotk] 33.05000 28.60813 110 NA 2182 0.20 0.009419143
## INFO [12:39:43.307] [bbotk] 33.05000 30.48000 110 NA 2183 0.05 0.005864175
## INFO [12:39:43.307] [bbotk] 33.05000 24.67598 110 NA 2184 0.15 0.159405346
## INFO [12:39:43.307] [bbotk] 33.05000 30.51231 110 NA 2185 0.10 0.018885285
## INFO [12:39:43.307] [bbotk] 33.05000 30.48000 110 NA 2186 0.10 0.007851637
## INFO [12:39:43.307] [bbotk] 39.68889 30.48000 110 NA 2187 0.10 0.087441886
## INFO [12:39:43.307] [bbotk] 30.98647 30.48000 110 NA 2188 0.10 0.006429230
## INFO [12:39:43.307] [bbotk] 26.08825 23.65635 110 NA 2189 0.10 0.146703260
## INFO [12:39:43.307] [bbotk] 31.11819 28.53407 110 NA 2190 0.20 0.018396952
## INFO [12:39:43.307] [bbotk] 33.05000 28.91125 110 NA 2191 0.20 0.048146407
## INFO [12:39:43.307] [bbotk] 33.05000 28.50481 110 NA 2192 0.00 0.015279840
## INFO [12:39:43.307] [bbotk] 33.05000 29.91799 110 NA 2193 0.00 0.005366702
## INFO [12:39:43.307] [bbotk] 33.05000 29.91799 110 NA 2194 0.10 0.002828015
## INFO [12:39:43.307] [bbotk] 32.58167 30.48000 110 NA 2195 0.05 0.101045653
## INFO [12:39:43.307] [bbotk] 32.96413 30.48000 110 NA 2196 0.10 0.068977145
## INFO [12:39:43.307] [bbotk] 33.05000 30.48000 110 NA 2197 0.05 0.074984757
## INFO [12:39:43.307] [bbotk] 33.05000 30.48000 110 NA 2198 0.00 0.058823529
## INFO [12:39:43.307] [bbotk] 33.05000 29.08998 110 NA 2199 0.00 0.011805021
## INFO [12:39:43.307] [bbotk] 37.57334 30.48000 110 NA 2200 0.05 0.151654907
## INFO [12:39:43.307] [bbotk] no_changed dist_train
## INFO [12:39:43.307] [bbotk] 4 0.1797921
## INFO [12:39:43.307] [bbotk] 1 0.1562277
## INFO [12:39:43.307] [bbotk] 1 0.1544757
## INFO [12:39:43.307] [bbotk] 4 0.2459729
## INFO [12:39:43.307] [bbotk] 3 0.1524231
## INFO [12:39:43.307] [bbotk] 1 0.1564632
## INFO [12:39:43.307] [bbotk] 3 0.1181571
## INFO [12:39:43.307] [bbotk] 1 0.1564582
## INFO [12:39:43.307] [bbotk] 5 0.2156511
## INFO [12:39:43.307] [bbotk] 3 0.1492242
## INFO [12:39:43.307] [bbotk] 5 0.1737442
## INFO [12:39:43.307] [bbotk] 2 0.1526358
## INFO [12:39:43.307] [bbotk] 3 0.1519076
## INFO [12:39:43.307] [bbotk] 1 0.1496365
## INFO [12:39:43.307] [bbotk] 3 0.1590166
## INFO [12:39:43.307] [bbotk] 4 0.1595622
## INFO [12:39:43.307] [bbotk] 3 0.1307896
## INFO [12:39:43.307] [bbotk] 1 0.1500290
## INFO [12:39:43.307] [bbotk] 2 0.1525360
## INFO [12:39:43.307] [bbotk] 6 0.2423652
## INFO [12:39:43.520] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:43.648] [bbotk] Result of batch 111:
## INFO [12:39:43.653] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:43.653] [bbotk] 1 8 998.3582 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 1 8 914.0050 0.7200000 351.5524 28.17056 32.81500
## INFO [12:39:43.653] [bbotk] 1 7 902.5487 0.7200000 129.1600 23.59495 32.81500
## INFO [12:39:43.653] [bbotk] 1 4 886.0000 0.6935079 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 1 8 906.5662 0.7327722 262.3782 32.29000 32.14874
## INFO [12:39:43.653] [bbotk] 11 8 886.0000 0.7067190 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 10 8 906.9511 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 10 8 907.0591 0.7200000 129.1600 30.80754 32.81500
## INFO [12:39:43.653] [bbotk] 6 8 886.0000 0.7200000 129.1600 25.33766 32.81500
## INFO [12:39:43.653] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:43.653] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 1 7 886.0000 0.7200000 129.1600 32.29000 22.54949
## INFO [12:39:43.653] [bbotk] 1 8 955.9138 0.7200000 129.1600 32.29000 32.19481
## INFO [12:39:43.653] [bbotk] 1 8 909.4342 0.7011647 568.0063 22.04125 32.81500
## INFO [12:39:43.653] [bbotk] 1 8 886.0000 0.7200000 361.0248 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:43.653] [bbotk] 11 8 886.0000 0.7200000 129.1600 24.34169 32.81500
## INFO [12:39:43.653] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:43.653] [bbotk] 33.05000 30.48000 111 NA 2201 0.10 0.039815086
## INFO [12:39:43.653] [bbotk] 33.05000 24.55572 111 NA 2202 0.25 0.029810683
## INFO [12:39:43.653] [bbotk] 23.84483 25.77846 111 NA 2203 0.25 0.092903522
## INFO [12:39:43.653] [bbotk] 33.05000 30.48000 111 NA 2204 0.05 0.100318034
## INFO [12:39:43.653] [bbotk] 33.05000 25.83429 111 NA 2205 0.05 0.086529281
## INFO [12:39:43.653] [bbotk] 33.05000 30.48000 111 NA 2206 0.10 0.000000000
## INFO [12:39:43.653] [bbotk] 22.75082 29.78126 111 NA 2207 0.10 0.055806217
## INFO [12:39:43.653] [bbotk] 33.24976 28.91085 111 NA 2208 0.25 0.069511913
## INFO [12:39:43.653] [bbotk] 33.42073 28.61088 111 NA 2209 0.00 0.076808100
## INFO [12:39:43.653] [bbotk] 33.05000 30.48000 111 NA 2210 0.05 0.072360798
## INFO [12:39:43.653] [bbotk] 33.05000 28.61082 111 NA 2211 0.20 0.096718241
## INFO [12:39:43.653] [bbotk] 33.05000 30.48000 111 NA 2212 0.05 0.002404880
## INFO [12:39:43.653] [bbotk] 33.05000 28.87404 111 NA 2213 0.20 0.008081111
## INFO [12:39:43.653] [bbotk] 33.05000 23.89811 111 NA 2214 0.10 0.131749058
## INFO [12:39:43.653] [bbotk] 23.38628 29.52851 111 NA 2215 0.20 0.062076069
## INFO [12:39:43.653] [bbotk] 31.41421 25.78533 111 NA 2216 0.00 0.109253521
## INFO [12:39:43.653] [bbotk] 31.30563 30.48000 111 NA 2217 0.15 0.019782142
## INFO [12:39:43.653] [bbotk] 33.05000 30.48000 111 NA 2218 0.00 0.058823529
## INFO [12:39:43.653] [bbotk] 33.28967 28.72862 111 NA 2219 0.25 0.009559572
## INFO [12:39:43.653] [bbotk] 33.05000 30.48000 111 NA 2220 0.10 0.091393902
## INFO [12:39:43.653] [bbotk] no_changed dist_train
## INFO [12:39:43.653] [bbotk] 1 0.1786423
## INFO [12:39:43.653] [bbotk] 1 0.1766192
## INFO [12:39:43.653] [bbotk] 5 0.1874284
## INFO [12:39:43.653] [bbotk] 3 0.1898602
## INFO [12:39:43.653] [bbotk] 3 0.1325455
## INFO [12:39:43.653] [bbotk] 0 0.1500290
## INFO [12:39:43.653] [bbotk] 6 0.1796637
## INFO [12:39:43.653] [bbotk] 4 0.2137210
## INFO [12:39:43.653] [bbotk] 4 0.2099972
## INFO [12:39:43.653] [bbotk] 3 0.2096273
## INFO [12:39:43.653] [bbotk] 3 0.2247996
## INFO [12:39:43.653] [bbotk] 1 0.1524338
## INFO [12:39:43.653] [bbotk] 1 0.1548896
## INFO [12:39:43.653] [bbotk] 3 0.2192662
## INFO [12:39:43.653] [bbotk] 4 0.1728090
## INFO [12:39:43.653] [bbotk] 6 0.2043783
## INFO [12:39:43.653] [bbotk] 2 0.1698111
## INFO [12:39:43.653] [bbotk] 1 0.1500290
## INFO [12:39:43.653] [bbotk] 2 0.1561188
## INFO [12:39:43.653] [bbotk] 2 0.2357788
## INFO [12:39:43.841] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:43.974] [bbotk] Result of batch 112:
## INFO [12:39:43.980] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:43.980] [bbotk] 1 2 886.0000 0.7200000 597.0289 32.29000
## INFO [12:39:43.980] [bbotk] 7 8 899.7554 0.7200000 481.2701 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 907.7943 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 886.0000 0.7126325 129.1600 23.63433
## INFO [12:39:43.980] [bbotk] 1 5 909.2228 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 901.0717 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 9 7 1007.9279 0.7200000 129.1600 29.96678
## INFO [12:39:43.980] [bbotk] 1 5 906.9228 0.7200000 129.1600 22.18499
## INFO [12:39:43.980] [bbotk] 1 8 900.6674 0.7200000 129.1600 32.96375
## INFO [12:39:43.980] [bbotk] 1 8 886.0000 0.7200000 860.4708 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 908.3657 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 9 906.9228 0.7335057 129.1600 22.58996
## INFO [12:39:43.980] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.79605
## INFO [12:39:43.980] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 885.7817 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 886.0000 0.6935079 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] 1 8 921.4238 0.7200000 129.1600 32.29000
## INFO [12:39:43.980] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:43.980] [bbotk] 34.29861 33.05000 26.12049 112 NA 2221 0.20
## INFO [12:39:43.980] [bbotk] 32.81500 21.72129 30.85727 112 NA 2222 0.25
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 28.85193 112 NA 2223 0.05
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 28.63297 112 NA 2224 0.20
## INFO [12:39:43.980] [bbotk] 32.19481 33.17026 30.48000 112 NA 2225 0.10
## INFO [12:39:43.980] [bbotk] 30.00894 33.05000 30.48000 112 NA 2226 0.00
## INFO [12:39:43.980] [bbotk] 32.81500 31.30563 30.48000 112 NA 2227 0.15
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 30.48000 112 NA 2228 0.05
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 30.48000 112 NA 2229 0.10
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 28.61082 112 NA 2230 0.00
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 28.65435 112 NA 2231 0.00
## INFO [12:39:43.980] [bbotk] 30.45064 33.05000 30.48000 112 NA 2232 0.00
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 30.48000 112 NA 2233 0.10
## INFO [12:39:43.980] [bbotk] 32.81500 30.98023 31.47273 112 NA 2234 0.10
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 30.48000 112 NA 2235 0.10
## INFO [12:39:43.980] [bbotk] 28.65042 33.05000 30.48000 112 NA 2236 0.00
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 30.56156 112 NA 2237 0.05
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 29.98093 112 NA 2238 0.10
## INFO [12:39:43.980] [bbotk] 32.81500 34.90679 25.83429 112 NA 2239 0.20
## INFO [12:39:43.980] [bbotk] 32.81500 33.05000 30.48000 112 NA 2240 0.10
## INFO [12:39:43.980] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:43.980] [bbotk] 0.115463959 4 0.2028285
## INFO [12:39:43.980] [bbotk] 0.122680412 5 0.2635639
## INFO [12:39:43.980] [bbotk] 0.015915410 2 0.1485069
## INFO [12:39:43.980] [bbotk] 0.009294190 1 0.1561027
## INFO [12:39:43.980] [bbotk] 0.039452388 4 0.1766198
## INFO [12:39:43.980] [bbotk] 0.077933592 3 0.1677216
## INFO [12:39:43.980] [bbotk] 0.005434855 1 0.1554638
## INFO [12:39:43.980] [bbotk] 0.005340786 1 0.1539523
## INFO [12:39:43.980] [bbotk] 0.170373259 4 0.2599154
## INFO [12:39:43.980] [bbotk] 0.117051321 4 0.2031246
## INFO [12:39:43.980] [bbotk] 0.017144988 3 0.1547874
## INFO [12:39:43.980] [bbotk] 0.054420030 2 0.2004248
## INFO [12:39:43.980] [bbotk] 0.007925496 1 0.1564155
## INFO [12:39:43.980] [bbotk] 0.119637107 6 0.2059113
## INFO [12:39:43.980] [bbotk] 0.010219642 1 0.1546045
## INFO [12:39:43.980] [bbotk] 0.074972189 2 0.1661776
## INFO [12:39:43.980] [bbotk] 0.059233941 2 0.1504394
## INFO [12:39:43.980] [bbotk] 0.002588622 2 0.1493971
## INFO [12:39:43.980] [bbotk] 0.033490859 3 0.1728708
## INFO [12:39:43.980] [bbotk] 0.012552721 1 0.1517883
## INFO [12:39:44.163] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:44.308] [bbotk] Result of batch 113:
## INFO [12:39:44.313] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:44.313] [bbotk] 1 8 895.7971 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 9 886.0000 0.7305760 624.80299 23.08508
## INFO [12:39:44.313] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 902.5487 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 1011.8919 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 865.0572 0.7200000 129.16000 31.04721
## INFO [12:39:44.313] [bbotk] 11 8 886.0000 0.7200000 807.26239 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 4 895.2195 0.7216361 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 886.0000 0.6581557 87.57235 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 887.0926 0.7164272 129.16000 25.05237
## INFO [12:39:44.313] [bbotk] 1 7 886.0000 0.7200000 281.78928 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 885.3009 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 3 904.4851 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 7 8 962.8489 0.7200000 24.02322 32.29000
## INFO [12:39:44.313] [bbotk] 7 4 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 908.1186 0.7200000 484.71636 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 907.3572 0.7410203 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] 1 1 906.9228 0.7399269 129.16000 32.29000
## INFO [12:39:44.313] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:44.313] [bbotk] 32.74769 33.05000 29.70305 113 NA 2241 0.00
## INFO [12:39:44.313] [bbotk] 23.76087 28.87097 30.49777 113 NA 2242 0.15
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 30.48000 113 NA 2243 0.00
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 28.67607 113 NA 2244 0.00
## INFO [12:39:44.313] [bbotk] 29.18958 31.00838 31.34404 113 NA 2245 0.05
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 30.48000 113 NA 2246 0.15
## INFO [12:39:44.313] [bbotk] 32.81500 30.98023 30.48000 113 NA 2247 0.05
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 28.61082 113 NA 2248 0.00
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 30.48000 113 NA 2249 0.05
## INFO [12:39:44.313] [bbotk] 34.27801 23.50797 30.48000 113 NA 2250 0.30
## INFO [12:39:44.313] [bbotk] 32.81500 34.10902 30.48000 113 NA 2251 0.15
## INFO [12:39:44.313] [bbotk] 32.81500 30.92508 23.02833 113 NA 2252 0.00
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 30.04528 113 NA 2253 0.10
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 30.48000 113 NA 2254 0.00
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 27.07077 113 NA 2255 0.30
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 30.48000 113 NA 2256 0.05
## INFO [12:39:44.313] [bbotk] 32.24394 33.05000 23.31169 113 NA 2257 0.10
## INFO [12:39:44.313] [bbotk] 26.57549 33.05000 30.48000 113 NA 2258 0.10
## INFO [12:39:44.313] [bbotk] 32.19481 33.05000 25.60388 113 NA 2259 0.10
## INFO [12:39:44.313] [bbotk] 32.81500 33.05000 28.61082 113 NA 2260 0.00
## INFO [12:39:44.313] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:44.313] [bbotk] 0.007642245 3 0.1530333
## INFO [12:39:44.313] [bbotk] 0.177158941 7 0.2523224
## INFO [12:39:44.313] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:44.313] [bbotk] 0.014941448 2 0.1512506
## INFO [12:39:44.313] [bbotk] 0.069377688 4 0.1725274
## INFO [12:39:44.313] [bbotk] 0.012513925 2 0.1622970
## INFO [12:39:44.313] [bbotk] 0.107231721 3 0.2572607
## INFO [12:39:44.313] [bbotk] 0.016819776 2 0.1500289
## INFO [12:39:44.313] [bbotk] 0.062357893 3 0.1354922
## INFO [12:39:44.313] [bbotk] 0.048081267 4 0.1733562
## INFO [12:39:44.313] [bbotk] 0.033928644 4 0.1763717
## INFO [12:39:44.313] [bbotk] 0.112384857 4 0.2003698
## INFO [12:39:44.313] [bbotk] 0.002435214 2 0.1492437
## INFO [12:39:44.313] [bbotk] 0.065373901 2 0.1551619
## INFO [12:39:44.313] [bbotk] 0.109716345 4 0.2236452
## INFO [12:39:44.313] [bbotk] 0.117647059 2 0.1973154
## INFO [12:39:44.313] [bbotk] 0.068123922 4 0.1960569
## INFO [12:39:44.313] [bbotk] 0.035197260 3 0.1614465
## INFO [12:39:44.313] [bbotk] 0.026941285 2 0.1701690
## INFO [12:39:44.313] [bbotk] 0.078899328 4 0.1033754
## INFO [12:39:44.504] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:44.658] [bbotk] Result of batch 114:
## INFO [12:39:44.665] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:44.665] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 1 2 902.5487 0.7167746 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 1 3 886.0000 0.7124872 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 1 3 886.0000 0.6941395 206.2937 29.60918
## INFO [12:39:44.665] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 11 8 1008.6944 0.7200000 129.1600 24.39310
## INFO [12:39:44.665] [bbotk] 1 7 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 2 8 899.4597 0.7200000 129.1600 34.30896
## INFO [12:39:44.665] [bbotk] 1 7 911.6696 0.7200000 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 1 8 886.0000 0.7050730 922.6733 32.29000
## INFO [12:39:44.665] [bbotk] 1 3 886.0000 0.7200000 520.3532 32.29000
## INFO [12:39:44.665] [bbotk] 2 8 906.9228 0.7200000 129.1600 27.69330
## INFO [12:39:44.665] [bbotk] 1 8 886.0000 0.7323066 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 1 8 888.0267 0.7200000 919.8718 32.29000
## INFO [12:39:44.665] [bbotk] 1 4 914.0050 0.7200000 129.1600 33.08204
## INFO [12:39:44.665] [bbotk] 1 4 909.2078 0.6935079 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 1 8 904.3641 0.7200000 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 4 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:44.665] [bbotk] 6 8 886.0000 0.7200000 129.1600 26.02889
## INFO [12:39:44.665] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:44.665] [bbotk] 32.19481 33.05000 29.91799 114 NA 2261 0.00
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 32.83077 114 NA 2262 0.20
## INFO [12:39:44.665] [bbotk] 32.81500 37.28099 30.48000 114 NA 2263 0.05
## INFO [12:39:44.665] [bbotk] 30.92138 28.29503 30.48000 114 NA 2264 0.10
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 29.91799 114 NA 2265 0.10
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 30.48000 114 NA 2266 0.10
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 30.48000 114 NA 2267 0.10
## INFO [12:39:44.665] [bbotk] 32.81500 30.54824 24.14182 114 NA 2268 0.05
## INFO [12:39:44.665] [bbotk] 32.81500 33.72437 30.48000 114 NA 2269 0.15
## INFO [12:39:44.665] [bbotk] 32.81500 29.20354 28.57313 114 NA 2270 0.05
## INFO [12:39:44.665] [bbotk] 31.78052 33.05000 30.48000 114 NA 2271 0.00
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 30.48000 114 NA 2272 0.00
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 30.48000 114 NA 2273 0.05
## INFO [12:39:44.665] [bbotk] 25.50416 33.05000 31.09366 114 NA 2274 0.10
## INFO [12:39:44.665] [bbotk] 25.10667 33.05000 26.54571 114 NA 2275 0.15
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 28.90201 114 NA 2276 0.00
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 25.83429 114 NA 2277 0.00
## INFO [12:39:44.665] [bbotk] 32.81500 31.30563 29.75810 114 NA 2278 0.00
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 28.49535 114 NA 2279 0.10
## INFO [12:39:44.665] [bbotk] 32.81500 33.05000 27.22898 114 NA 2280 0.20
## INFO [12:39:44.665] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:44.665] [bbotk] 0.005232895 2 0.1520414
## INFO [12:39:44.665] [bbotk] 0.077043698 4 0.1668317
## INFO [12:39:44.665] [bbotk] 0.073233414 3 0.1641896
## INFO [12:39:44.665] [bbotk] 0.100964911 6 0.1834932
## INFO [12:39:44.665] [bbotk] 0.002828015 1 0.1496365
## INFO [12:39:44.665] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:44.665] [bbotk] 0.134661040 3 0.2535321
## INFO [12:39:44.665] [bbotk] 0.098511568 3 0.1864965
## INFO [12:39:44.665] [bbotk] 0.073967431 4 0.2223297
## INFO [12:39:44.665] [bbotk] 0.089499259 4 0.1715932
## INFO [12:39:44.665] [bbotk] 0.055551260 3 0.2055802
## INFO [12:39:44.665] [bbotk] 0.083029711 2 0.1742351
## INFO [12:39:44.665] [bbotk] 0.085073920 3 0.2146305
## INFO [12:39:44.665] [bbotk] 0.033447470 3 0.1748330
## INFO [12:39:44.665] [bbotk] 0.099332858 4 0.2229785
## INFO [12:39:44.665] [bbotk] 0.079933315 4 0.1315863
## INFO [12:39:44.665] [bbotk] 0.094753155 4 0.1243216
## INFO [12:39:44.665] [bbotk] 0.015574878 3 0.1487662
## INFO [12:39:44.665] [bbotk] 0.127633720 3 0.2156187
## INFO [12:39:44.665] [bbotk] 0.100839120 3 0.2289205
## INFO [12:39:44.884] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:45.012] [bbotk] Result of batch 115:
## INFO [12:39:45.017] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:45.017] [bbotk] 1 2 886.0000 0.7200000 470.7882 32.29000
## INFO [12:39:45.017] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 7 5 954.7691 0.7086077 129.1600 28.34854
## INFO [12:39:45.017] [bbotk] 1 8 886.0000 0.7008840 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 1 8 1021.0945 0.7200000 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 1 8 886.0000 0.7200000 918.6531 22.63041
## INFO [12:39:45.017] [bbotk] 5 4 886.0000 0.6804349 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 1 8 906.9228 0.7259366 129.1600 35.70788
## INFO [12:39:45.017] [bbotk] 1 9 921.4238 0.7200000 129.1600 26.44364
## INFO [12:39:45.017] [bbotk] 1 8 886.0000 0.6966622 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 1 8 1006.6948 0.7200000 644.5259 32.29000
## INFO [12:39:45.017] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 1 8 908.3657 0.7200000 503.7929 32.29000
## INFO [12:39:45.017] [bbotk] 8 8 960.2456 0.7639919 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 1 8 906.9228 0.7200000 129.1600 29.79605
## INFO [12:39:45.017] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.017] [bbotk] 1 2 916.7415 0.7200000 129.1600 33.60101
## INFO [12:39:45.017] [bbotk] 1 5 904.1499 0.7200000 905.2242 29.82519
## INFO [12:39:45.017] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:45.017] [bbotk] 31.68183 33.05000 30.48000 115 NA 2281 0.05
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 30.48000 115 NA 2282 0.00
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 28.32510 115 NA 2283 0.00
## INFO [12:39:45.017] [bbotk] 32.81338 32.51362 29.91420 115 NA 2284 0.15
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 30.48000 115 NA 2285 0.10
## INFO [12:39:45.017] [bbotk] 32.81500 30.64656 21.41690 115 NA 2286 0.15
## INFO [12:39:45.017] [bbotk] 32.81500 30.67239 30.48000 115 NA 2287 0.00
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 28.61082 115 NA 2288 0.00
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 28.72150 115 NA 2289 0.00
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 24.67598 115 NA 2290 0.15
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 30.35922 115 NA 2291 0.10
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 30.48000 115 NA 2292 0.05
## INFO [12:39:45.017] [bbotk] 32.19481 33.05000 29.91799 115 NA 2293 0.00
## INFO [12:39:45.017] [bbotk] 32.81500 40.05934 29.34714 115 NA 2294 0.00
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 28.61082 115 NA 2295 0.05
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 28.67607 115 NA 2296 0.20
## INFO [12:39:45.017] [bbotk] 32.81500 26.92285 30.48000 115 NA 2297 0.30
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 30.48000 115 NA 2298 0.10
## INFO [12:39:45.017] [bbotk] 32.22372 33.05000 29.69106 115 NA 2299 0.00
## INFO [12:39:45.017] [bbotk] 32.81500 33.05000 22.87957 115 NA 2300 0.00
## INFO [12:39:45.017] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:45.017] [bbotk] 0.084356724 3 0.1755622
## INFO [12:39:45.017] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:45.017] [bbotk] 0.170872035 6 0.2424962
## INFO [12:39:45.017] [bbotk] 0.007648056 4 0.1544566
## INFO [12:39:45.017] [bbotk] 0.047871898 1 0.1866991
## INFO [12:39:45.017] [bbotk] 0.141528304 4 0.2559008
## INFO [12:39:45.017] [bbotk] 0.131519758 4 0.1911558
## INFO [12:39:45.017] [bbotk] 0.016819776 2 0.1500289
## INFO [12:39:45.017] [bbotk] 0.031238575 4 0.1644477
## INFO [12:39:45.017] [bbotk] 0.124538875 4 0.1888651
## INFO [12:39:45.017] [bbotk] 0.004421098 2 0.1532346
## INFO [12:39:45.017] [bbotk] 0.074658977 2 0.2134862
## INFO [12:39:45.017] [bbotk] 0.005232895 2 0.1520414
## INFO [12:39:45.017] [bbotk] 0.058646146 4 0.1957352
## INFO [12:39:45.017] [bbotk] 0.101726931 4 0.2242506
## INFO [12:39:45.017] [bbotk] 0.067900802 2 0.2147093
## INFO [12:39:45.017] [bbotk] 0.036723891 3 0.1525716
## INFO [12:39:45.017] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:45.017] [bbotk] 0.081351898 5 0.1679194
## INFO [12:39:45.017] [bbotk] 0.161621490 5 0.2420551
## INFO [12:39:45.224] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:45.361] [bbotk] Result of batch 116:
## INFO [12:39:45.367] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:45.367] [bbotk] 1 4 936.8328 0.7200000 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 2 2 886.0000 0.7307068 129.1600 27.25663
## INFO [12:39:45.367] [bbotk] 1 2 886.0000 0.7190360 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 1 8 886.0000 0.6954018 340.9277 32.29000
## INFO [12:39:45.367] [bbotk] 1 8 888.0390 0.7200000 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 1 6 886.0000 0.7200000 549.6678 29.79605
## INFO [12:39:45.367] [bbotk] 1 6 886.0000 0.7200000 129.1600 33.85546
## INFO [12:39:45.367] [bbotk] 1 5 1000.1205 0.7200000 129.1600 33.87551
## INFO [12:39:45.367] [bbotk] 1 8 904.3641 0.7200000 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 9 8 981.1225 0.7653186 198.1798 32.29000
## INFO [12:39:45.367] [bbotk] 1 2 886.0000 0.7200000 129.1600 26.22178
## INFO [12:39:45.367] [bbotk] 1 8 953.5507 0.6928079 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 1 1 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 1 8 1002.9158 0.7200000 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 1 5 886.0000 0.7200000 129.1600 28.91100
## INFO [12:39:45.367] [bbotk] 6 8 909.2078 0.6935079 129.1600 32.29000
## INFO [12:39:45.367] [bbotk] 1 4 886.0000 0.7200000 129.1600 31.99239
## INFO [12:39:45.367] [bbotk] 12 3 913.6438 0.7200000 129.1600 34.59668
## INFO [12:39:45.367] [bbotk] 1 8 886.0000 0.7200000 129.1600 27.11863
## INFO [12:39:45.367] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 30.48000 116 NA 2301 0.10
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 30.48000 116 NA 2302 0.00
## INFO [12:39:45.367] [bbotk] 32.81500 36.72524 28.77264 116 NA 2303 0.20
## INFO [12:39:45.367] [bbotk] 32.81500 30.98023 25.27010 116 NA 2304 0.05
## INFO [12:39:45.367] [bbotk] 32.81500 31.01082 25.52028 116 NA 2305 0.05
## INFO [12:39:45.367] [bbotk] 32.24849 33.05000 30.48000 116 NA 2306 0.05
## INFO [12:39:45.367] [bbotk] 34.89582 33.05000 30.48000 116 NA 2307 0.10
## INFO [12:39:45.367] [bbotk] 34.46467 33.05000 29.91799 116 NA 2308 0.10
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 28.99263 116 NA 2309 0.00
## INFO [12:39:45.367] [bbotk] 32.81500 31.30563 30.48000 116 NA 2310 0.10
## INFO [12:39:45.367] [bbotk] 33.69780 33.05000 30.50171 116 NA 2311 0.10
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 30.48000 116 NA 2312 0.15
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 30.48000 116 NA 2313 0.05
## INFO [12:39:45.367] [bbotk] 32.81500 35.47230 29.91799 116 NA 2314 0.20
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 30.48000 116 NA 2315 0.10
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 25.59748 116 NA 2316 0.15
## INFO [12:39:45.367] [bbotk] 34.93020 32.60638 30.48000 116 NA 2317 0.20
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 24.67598 116 NA 2318 0.15
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 28.62506 116 NA 2319 0.00
## INFO [12:39:45.367] [bbotk] 32.81500 33.05000 30.48000 116 NA 2320 0.10
## INFO [12:39:45.367] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:45.367] [bbotk] 0.076836575 2 0.12047885
## INFO [12:39:45.367] [bbotk] 0.058823529 1 0.15002896
## INFO [12:39:45.367] [bbotk] 0.160064228 6 0.24428612
## INFO [12:39:45.367] [bbotk] 0.091645716 4 0.17963070
## INFO [12:39:45.367] [bbotk] 0.048433474 4 0.17572564
## INFO [12:39:45.367] [bbotk] 0.002919225 2 0.15153075
## INFO [12:39:45.367] [bbotk] 0.103131907 4 0.19347105
## INFO [12:39:45.367] [bbotk] 0.074463256 4 0.16182782
## INFO [12:39:45.367] [bbotk] 0.113244538 4 0.19981208
## INFO [12:39:45.367] [bbotk] 0.011942322 2 0.15239872
## INFO [12:39:45.367] [bbotk] 0.107739199 6 0.24656642
## INFO [12:39:45.367] [bbotk] 0.083689727 2 0.17464929
## INFO [12:39:45.367] [bbotk] 0.028380305 2 0.15832124
## INFO [12:39:45.367] [bbotk] 0.069198587 3 0.09811079
## INFO [12:39:45.367] [bbotk] 0.041430132 1 0.18025736
## INFO [12:39:45.367] [bbotk] 0.097238516 3 0.18424365
## INFO [12:39:45.367] [bbotk] 0.080960265 5 0.21743171
## INFO [12:39:45.367] [bbotk] 0.089248638 3 0.14148326
## INFO [12:39:45.367] [bbotk] 0.146229090 5 0.23279664
## INFO [12:39:45.367] [bbotk] 0.021191114 1 0.16557601
## INFO [12:39:45.544] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:45.706] [bbotk] Result of batch 117:
## INFO [12:39:45.714] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:45.714] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 0 908.3657 0.7200000 721.5992 31.70199
## INFO [12:39:45.714] [bbotk] 1 8 906.9228 0.8093075 680.9345 30.72360
## INFO [12:39:45.714] [bbotk] 1 8 914.7636 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 5 8 1004.6564 0.7200000 129.1600 31.68756
## INFO [12:39:45.714] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 8 975.3960 0.7200000 129.1600 29.78741
## INFO [12:39:45.714] [bbotk] 1 8 969.5595 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 6 2 921.4238 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 8 904.1153 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 8 906.7700 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 8 1009.9178 0.7200000 129.1600 25.48668
## INFO [12:39:45.714] [bbotk] 3 3 888.2769 0.7200000 129.1600 26.06171
## INFO [12:39:45.714] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 8 886.0000 0.7200000 149.4380 32.29000
## INFO [12:39:45.714] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] 1 4 864.0574 0.6907791 171.8018 32.29000
## INFO [12:39:45.714] [bbotk] 1 3 911.9694 0.7200000 129.1600 32.29000
## INFO [12:39:45.714] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:45.714] [bbotk] 32.81500 33.05000 30.48000 117 NA 2321 0.00
## INFO [12:39:45.714] [bbotk] 32.81500 30.95111 30.04409 117 NA 2322 0.05
## INFO [12:39:45.714] [bbotk] 32.81500 23.06263 32.32760 117 NA 2323 0.30
## INFO [12:39:45.714] [bbotk] 31.95041 33.05000 28.87404 117 NA 2324 0.00
## INFO [12:39:45.714] [bbotk] 32.81500 33.05000 30.48000 117 NA 2325 0.10
## INFO [12:39:45.714] [bbotk] 32.81500 33.05000 28.61082 117 NA 2326 0.20
## INFO [12:39:45.714] [bbotk] 32.81500 27.19707 30.48000 117 NA 2327 0.35
## INFO [12:39:45.714] [bbotk] 23.69264 27.03526 30.48000 117 NA 2328 0.30
## INFO [12:39:45.714] [bbotk] 32.19481 33.05000 30.48000 117 NA 2329 0.05
## INFO [12:39:45.714] [bbotk] 32.81500 33.05000 30.48000 117 NA 2330 0.15
## INFO [12:39:45.714] [bbotk] 32.81500 33.05000 28.26728 117 NA 2331 0.00
## INFO [12:39:45.714] [bbotk] 32.81500 33.05000 30.48000 117 NA 2332 0.05
## INFO [12:39:45.714] [bbotk] 27.44606 29.79473 30.48000 117 NA 2333 0.20
## INFO [12:39:45.714] [bbotk] 32.81500 27.75290 23.42700 117 NA 2334 0.25
## INFO [12:39:45.714] [bbotk] 32.66609 33.05000 30.63119 117 NA 2335 0.05
## INFO [12:39:45.714] [bbotk] 32.17311 33.05000 26.84215 117 NA 2336 0.15
## INFO [12:39:45.714] [bbotk] 32.81500 30.98023 30.48000 117 NA 2337 0.10
## INFO [12:39:45.714] [bbotk] 32.81500 31.30563 30.48000 117 NA 2338 0.15
## INFO [12:39:45.714] [bbotk] 31.88627 36.94442 30.42354 117 NA 2339 0.05
## INFO [12:39:45.714] [bbotk] 32.81500 33.05000 24.09348 117 NA 2340 0.10
## INFO [12:39:45.714] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:45.714] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:45.714] [bbotk] 0.114550294 6 0.2008720
## INFO [12:39:45.714] [bbotk] 0.102982433 6 0.2259488
## INFO [12:39:45.714] [bbotk] 0.021626291 3 0.1427148
## INFO [12:39:45.714] [bbotk] 0.103339075 3 0.2372290
## INFO [12:39:45.714] [bbotk] 0.009405602 1 0.1562141
## INFO [12:39:45.714] [bbotk] 0.060168991 3 0.1653312
## INFO [12:39:45.714] [bbotk] 0.083722927 3 0.1858858
## INFO [12:39:45.714] [bbotk] 0.002404880 1 0.1524338
## INFO [12:39:45.714] [bbotk] 0.130199780 3 0.2199878
## INFO [12:39:45.714] [bbotk] 0.017553640 2 0.1527525
## INFO [12:39:45.714] [bbotk] 0.007360037 1 0.1559716
## INFO [12:39:45.714] [bbotk] 0.102750811 4 0.1849575
## INFO [12:39:45.714] [bbotk] 0.195970315 6 0.2627925
## INFO [12:39:45.714] [bbotk] 0.060161745 3 0.1513672
## INFO [12:39:45.714] [bbotk] 0.020794499 2 0.1638540
## INFO [12:39:45.714] [bbotk] 0.007703451 2 0.1577324
## INFO [12:39:45.714] [bbotk] 0.005434855 1 0.1554638
## INFO [12:39:45.714] [bbotk] 0.090031316 7 0.1405766
## INFO [12:39:45.714] [bbotk] 0.100162666 3 0.1867302
## INFO [12:39:45.907] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:46.034] [bbotk] Result of batch 118:
## INFO [12:39:46.039] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:46.039] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 4 8 904.2847 0.7310679 129.16000 26.61856
## INFO [12:39:46.039] [bbotk] 12 8 904.3877 0.7200000 33.91307 32.29000
## INFO [12:39:46.039] [bbotk] 1 8 888.0267 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 1 8 886.0000 0.7361620 598.16452 22.13086
## INFO [12:39:46.039] [bbotk] 1 8 907.3572 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 1 8 969.0464 0.7133750 129.16000 34.48628
## INFO [12:39:46.039] [bbotk] 1 4 1020.0331 0.6878415 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 8 8 886.0000 0.7200000 129.16000 34.50968
## INFO [12:39:46.039] [bbotk] 1 8 944.5865 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 5 8 1012.8641 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 1 8 886.0000 0.7044398 129.16000 22.02593
## INFO [12:39:46.039] [bbotk] 1 4 886.0000 0.7262123 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 1 8 904.3641 0.7274085 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 1 4 917.4919 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 1 8 979.8761 0.7385698 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] 2 8 886.0000 0.7200000 129.16000 35.57409
## INFO [12:39:46.039] [bbotk] 3 4 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:46.039] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:46.039] [bbotk] 32.81500 31.11431 28.44990 118 NA 2341 0.20
## INFO [12:39:46.039] [bbotk] 32.81500 32.67722 24.51028 118 NA 2342 0.25
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 28.49351 118 NA 2343 0.20
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 25.39929 118 NA 2344 0.00
## INFO [12:39:46.039] [bbotk] 31.95041 35.39887 28.87404 118 NA 2345 0.10
## INFO [12:39:46.039] [bbotk] 32.19481 33.05000 29.91799 118 NA 2346 0.00
## INFO [12:39:46.039] [bbotk] 32.81500 37.16384 29.91799 118 NA 2347 0.10
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 28.77264 118 NA 2348 0.00
## INFO [12:39:46.039] [bbotk] 32.81500 34.17441 22.45142 118 NA 2349 0.10
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 30.48000 118 NA 2350 0.05
## INFO [12:39:46.039] [bbotk] 32.19481 33.05000 29.91799 118 NA 2351 0.05
## INFO [12:39:46.039] [bbotk] 32.19481 35.91464 29.37153 118 NA 2352 0.00
## INFO [12:39:46.039] [bbotk] 31.16387 25.31834 30.53507 118 NA 2353 0.30
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 30.48000 118 NA 2354 0.10
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 30.48000 118 NA 2355 0.05
## INFO [12:39:46.039] [bbotk] 34.60874 33.05000 30.48000 118 NA 2356 0.15
## INFO [12:39:46.039] [bbotk] 32.81500 30.69755 30.48000 118 NA 2357 0.10
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 30.48000 118 NA 2358 0.10
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 30.48000 118 NA 2359 0.15
## INFO [12:39:46.039] [bbotk] 32.81500 33.05000 30.48000 118 NA 2360 0.05
## INFO [12:39:46.039] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:46.039] [bbotk] 0.016246290 2 0.1522219
## INFO [12:39:46.039] [bbotk] 0.031200813 2 0.1769154
## INFO [12:39:46.039] [bbotk] 0.009995944 1 0.1568045
## INFO [12:39:46.039] [bbotk] 0.115917530 5 0.2310402
## INFO [12:39:46.039] [bbotk] 0.089984969 6 0.2098322
## INFO [12:39:46.039] [bbotk] 0.005951077 3 0.1513422
## INFO [12:39:46.039] [bbotk] 0.088936980 5 0.2276658
## INFO [12:39:46.039] [bbotk] 0.016159456 2 0.1490607
## INFO [12:39:46.039] [bbotk] 0.083413257 5 0.2037719
## INFO [12:39:46.039] [bbotk] 0.111573962 3 0.1497036
## INFO [12:39:46.039] [bbotk] 0.073152167 4 0.2199607
## INFO [12:39:46.039] [bbotk] 0.037668534 4 0.1605304
## INFO [12:39:46.039] [bbotk] 0.134547659 5 0.2468611
## INFO [12:39:46.039] [bbotk] 0.044602353 2 0.1839022
## INFO [12:39:46.039] [bbotk] 0.059838615 2 0.1395070
## INFO [12:39:46.039] [bbotk] 0.014673465 3 0.1602435
## INFO [12:39:46.039] [bbotk] 0.077312377 3 0.1277161
## INFO [12:39:46.039] [bbotk] 0.036300095 2 0.1751273
## INFO [12:39:46.039] [bbotk] 0.072280977 2 0.2223099
## INFO [12:39:46.039] [bbotk] 0.117647059 2 0.1973154
## INFO [12:39:46.252] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:46.382] [bbotk] Result of batch 119:
## INFO [12:39:46.388] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:46.388] [bbotk] 1 7 941.8776 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:46.388] [bbotk] 1 8 888.1639 0.7200000 798.9198 32.29000 27.49096
## INFO [12:39:46.388] [bbotk] 5 5 886.0000 0.7200000 129.1600 32.75056 32.81500
## INFO [12:39:46.388] [bbotk] 2 3 903.5123 0.7200000 129.1600 33.48358 32.81500
## INFO [12:39:46.388] [bbotk] 1 8 886.0000 0.7200000 756.2087 32.29000 32.61093
## INFO [12:39:46.388] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000 31.46698
## INFO [12:39:46.388] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.87608
## INFO [12:39:46.388] [bbotk] 1 2 889.6801 0.7200000 667.6716 32.29000 33.87158
## INFO [12:39:46.388] [bbotk] 3 8 886.0000 0.7018581 259.2153 29.04823 33.77623
## INFO [12:39:46.388] [bbotk] 1 7 907.3572 0.7943332 811.3360 32.29000 32.81500
## INFO [12:39:46.388] [bbotk] 6 8 962.1015 0.7153244 129.1600 33.65880 32.81500
## INFO [12:39:46.388] [bbotk] 1 8 886.0000 0.6992708 129.1600 32.29000 30.09563
## INFO [12:39:46.388] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:46.388] [bbotk] 9 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:46.388] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:46.388] [bbotk] 1 8 886.0000 0.7200000 355.0656 32.29000 32.81500
## INFO [12:39:46.388] [bbotk] 1 1 906.9228 0.7399269 129.1600 32.29000 32.81500
## INFO [12:39:46.388] [bbotk] 1 4 886.0000 0.6935079 129.1600 32.29000 32.81500
## INFO [12:39:46.388] [bbotk] 12 5 935.7771 0.7200000 129.1600 32.53112 33.25491
## INFO [12:39:46.388] [bbotk] 1 8 886.0000 0.7200000 129.1600 27.41319 32.19481
## INFO [12:39:46.388] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:46.388] [bbotk] 33.05000 29.91799 119 NA 2361 0.15 0.0814522380
## INFO [12:39:46.388] [bbotk] 33.05000 30.48000 119 NA 2362 0.05 0.0628546736
## INFO [12:39:46.388] [bbotk] 31.05761 29.71513 119 NA 2363 0.15 0.1295907128
## INFO [12:39:46.388] [bbotk] 33.05000 21.45718 119 NA 2364 0.00 0.1741461306
## INFO [12:39:46.388] [bbotk] 21.92543 27.51687 119 NA 2365 0.10 0.0891623462
## INFO [12:39:46.388] [bbotk] 31.04335 29.03133 119 NA 2366 0.00 0.0289765732
## INFO [12:39:46.388] [bbotk] 33.05000 30.48000 119 NA 2367 0.10 0.0002368427
## INFO [12:39:46.388] [bbotk] 37.28859 29.96863 119 NA 2368 0.25 0.1133257010
## INFO [12:39:46.388] [bbotk] 33.05000 30.48000 119 NA 2369 0.10 0.0868467733
## INFO [12:39:46.388] [bbotk] 26.19147 27.81660 119 NA 2370 0.10 0.1555200428
## INFO [12:39:46.388] [bbotk] 40.23669 30.48000 119 NA 2371 0.10 0.1145550086
## INFO [12:39:46.388] [bbotk] 33.05000 30.48000 119 NA 2372 0.05 0.0139318307
## INFO [12:39:46.388] [bbotk] 33.05000 30.48000 119 NA 2373 0.00 0.0588235294
## INFO [12:39:46.388] [bbotk] 32.53712 31.75387 119 NA 2374 0.10 0.0742457198
## INFO [12:39:46.388] [bbotk] 33.05000 25.40164 119 NA 2375 0.05 0.0843775841
## INFO [12:39:46.388] [bbotk] 33.05000 30.48000 119 NA 2376 0.10 0.0139785476
## INFO [12:39:46.388] [bbotk] 33.05000 30.48000 119 NA 2377 0.15 0.0694937263
## INFO [12:39:46.388] [bbotk] 33.05000 25.83429 119 NA 2378 0.05 0.0865292811
## INFO [12:39:46.388] [bbotk] 30.98023 21.80432 119 NA 2379 0.00 0.1880841653
## INFO [12:39:46.388] [bbotk] 33.05000 31.37265 119 NA 2380 0.10 0.0268807055
## INFO [12:39:46.388] [bbotk] no_changed dist_train
## INFO [12:39:46.388] [bbotk] 3 0.16801978
## INFO [12:39:46.388] [bbotk] 3 0.20270660
## INFO [12:39:46.388] [bbotk] 5 0.21757569
## INFO [12:39:46.388] [bbotk] 5 0.26071368
## INFO [12:39:46.388] [bbotk] 4 0.22190841
## INFO [12:39:46.388] [bbotk] 4 0.13536447
## INFO [12:39:46.388] [bbotk] 1 0.14979212
## INFO [12:39:46.388] [bbotk] 6 0.19902357
## INFO [12:39:46.388] [bbotk] 5 0.22530294
## INFO [12:39:46.388] [bbotk] 6 0.23262540
## INFO [12:39:46.388] [bbotk] 5 0.23281277
## INFO [12:39:46.388] [bbotk] 2 0.15040922
## INFO [12:39:46.388] [bbotk] 1 0.15002896
## INFO [12:39:46.388] [bbotk] 4 0.22056248
## INFO [12:39:46.388] [bbotk] 2 0.13905129
## INFO [12:39:46.388] [bbotk] 1 0.16400751
## INFO [12:39:46.388] [bbotk] 3 0.09719022
## INFO [12:39:46.388] [bbotk] 3 0.13254545
## INFO [12:39:46.388] [bbotk] 7 0.26600506
## INFO [12:39:46.388] [bbotk] 3 0.16645584
## INFO [12:39:46.610] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:46.743] [bbotk] Result of batch 120:
## INFO [12:39:46.748] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:46.748] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 909.3767 0.7205988 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 3 4 907.4581 0.7200000 697.18397 29.12895 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 907.3572 0.7200000 841.76732 23.63357 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 1 2 918.2553 0.7150870 129.16000 32.29000 32.19481
## INFO [12:39:46.748] [bbotk] 10 8 886.0000 0.7181959 129.16000 28.33379 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 961.0538 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 2 8 886.0000 0.6993657 49.03212 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 1 4 886.0000 0.7486457 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 886.0000 0.7462275 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 889.6264 0.7200000 129.16000 32.29000 31.68819
## INFO [12:39:46.748] [bbotk] 9 4 886.0000 0.7252078 365.91710 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 933.8718 0.7200000 129.16000 32.29000 23.42022
## INFO [12:39:46.748] [bbotk] 1 8 907.8410 0.7374263 129.16000 28.82463 32.81500
## INFO [12:39:46.748] [bbotk] 11 8 964.4748 0.7053455 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] 1 8 914.8064 0.7200000 129.16000 32.29000 31.46698
## INFO [12:39:46.748] [bbotk] 5 8 886.0000 0.7362109 68.60568 32.29000 29.09912
## INFO [12:39:46.748] [bbotk] 1 8 907.1406 0.7089984 129.16000 32.29000 32.81500
## INFO [12:39:46.748] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:46.748] [bbotk] 33.05000 30.48000 120 NA 2381 0.00 0.058823529
## INFO [12:39:46.748] [bbotk] 33.05000 28.68355 120 NA 2382 0.20 0.009039672
## INFO [12:39:46.748] [bbotk] 33.05000 30.48000 120 NA 2383 0.10 0.008381557
## INFO [12:39:46.748] [bbotk] 24.52521 31.22170 120 NA 2384 0.25 0.203644763
## INFO [12:39:46.748] [bbotk] 35.33207 28.77264 120 NA 2385 0.00 0.102836293
## INFO [12:39:46.748] [bbotk] 33.05000 29.91799 120 NA 2386 0.10 0.002828015
## INFO [12:39:46.748] [bbotk] 37.27276 24.26205 120 NA 2387 0.15 0.117906229
## INFO [12:39:46.748] [bbotk] 33.05000 21.73808 120 NA 2388 0.25 0.119318869
## INFO [12:39:46.748] [bbotk] 33.05000 28.88309 120 NA 2389 0.05 0.034631530
## INFO [12:39:46.748] [bbotk] 33.05000 30.20126 120 NA 2390 0.20 0.068555905
## INFO [12:39:46.748] [bbotk] 33.05000 28.79140 120 NA 2391 0.15 0.072001130
## INFO [12:39:46.748] [bbotk] 33.05000 30.48000 120 NA 2392 0.15 0.004285541
## INFO [12:39:46.748] [bbotk] 33.05000 29.74292 120 NA 2393 0.00 0.009363328
## INFO [12:39:46.748] [bbotk] 27.80685 29.89826 120 NA 2394 0.15 0.152411129
## INFO [12:39:46.748] [bbotk] 32.07653 24.67598 120 NA 2395 0.15 0.085631724
## INFO [12:39:46.748] [bbotk] 33.05000 29.91799 120 NA 2396 0.15 0.027615277
## INFO [12:39:46.748] [bbotk] 33.05000 30.48000 120 NA 2397 0.10 0.089026283
## INFO [12:39:46.748] [bbotk] 31.04335 29.03133 120 NA 2398 0.00 0.028976573
## INFO [12:39:46.748] [bbotk] 39.19177 30.48000 120 NA 2399 0.10 0.098763729
## INFO [12:39:46.748] [bbotk] 30.57652 28.31820 120 NA 2400 0.00 0.027873576
## INFO [12:39:46.748] [bbotk] no_changed dist_train
## INFO [12:39:46.748] [bbotk] 1 0.1500290
## INFO [12:39:46.748] [bbotk] 1 0.1558482
## INFO [12:39:46.748] [bbotk] 2 0.1561552
## INFO [12:39:46.748] [bbotk] 7 0.2313426
## INFO [12:39:46.748] [bbotk] 5 0.2157814
## INFO [12:39:46.748] [bbotk] 1 0.1496365
## INFO [12:39:46.748] [bbotk] 6 0.2023092
## INFO [12:39:46.748] [bbotk] 4 0.2468107
## INFO [12:39:46.748] [bbotk] 2 0.1573876
## INFO [12:39:46.748] [bbotk] 4 0.2147536
## INFO [12:39:46.748] [bbotk] 3 0.1423887
## INFO [12:39:46.748] [bbotk] 1 0.1510465
## INFO [12:39:46.748] [bbotk] 3 0.1547544
## INFO [12:39:46.748] [bbotk] 6 0.2153687
## INFO [12:39:46.748] [bbotk] 4 0.1791339
## INFO [12:39:46.748] [bbotk] 4 0.1508650
## INFO [12:39:46.748] [bbotk] 3 0.2230644
## INFO [12:39:46.748] [bbotk] 4 0.1353645
## INFO [12:39:46.748] [bbotk] 5 0.2326553
## INFO [12:39:46.748] [bbotk] 4 0.1436242
## INFO [12:39:46.962] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:47.112] [bbotk] Result of batch 121:
## INFO [12:39:47.117] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:47.117] [bbotk] 5 8 914.8064 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 1 8 886.0000 0.7200000 573.6348 32.29000
## INFO [12:39:47.117] [bbotk] 12 3 921.4238 0.6926614 914.5617 28.32709
## INFO [12:39:47.117] [bbotk] 1 8 974.9683 0.7002053 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 2 8 896.8661 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.72488
## INFO [12:39:47.117] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 6 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 1 8 990.6862 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 1 1 886.0000 0.7200000 246.3140 32.29000
## INFO [12:39:47.117] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] 5 8 1006.3420 0.7200000 800.9599 32.29000
## INFO [12:39:47.117] [bbotk] 7 9 886.0000 0.7200000 462.4782 28.88395
## INFO [12:39:47.117] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.54887
## INFO [12:39:47.117] [bbotk] 3 8 921.7286 0.7200000 368.9991 32.29000
## INFO [12:39:47.117] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.21083
## INFO [12:39:47.117] [bbotk] 1 8 948.0040 0.7484425 482.2677 32.29000
## INFO [12:39:47.117] [bbotk] 1 8 904.3641 0.7200000 129.1600 32.29000
## INFO [12:39:47.117] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:47.117] [bbotk] 32.81500 21.57899 30.48000 121 NA 2401 0.30
## INFO [12:39:47.117] [bbotk] 22.45350 33.05000 30.48000 121 NA 2402 0.05
## INFO [12:39:47.117] [bbotk] 32.81500 33.05000 30.48000 121 NA 2403 0.00
## INFO [12:39:47.117] [bbotk] 32.81500 22.43318 30.48000 121 NA 2404 0.30
## INFO [12:39:47.117] [bbotk] 32.81500 31.30563 29.75810 121 NA 2405 0.15
## INFO [12:39:47.117] [bbotk] 32.19481 33.05000 26.80617 121 NA 2406 0.00
## INFO [12:39:47.117] [bbotk] 31.95041 33.05000 30.48000 121 NA 2407 0.10
## INFO [12:39:47.117] [bbotk] 32.81500 33.05000 30.48000 121 NA 2408 0.10
## INFO [12:39:47.117] [bbotk] 32.93615 33.05000 32.07259 121 NA 2409 0.25
## INFO [12:39:47.117] [bbotk] 31.62186 33.05000 21.46253 121 NA 2410 0.20
## INFO [12:39:47.117] [bbotk] 32.81500 33.05000 28.21725 121 NA 2411 0.05
## INFO [12:39:47.117] [bbotk] 32.19944 33.05000 30.46418 121 NA 2412 0.10
## INFO [12:39:47.117] [bbotk] 32.81500 33.05000 30.48000 121 NA 2413 0.00
## INFO [12:39:47.117] [bbotk] 32.81500 21.77759 28.61082 121 NA 2414 0.15
## INFO [12:39:47.117] [bbotk] 22.82880 36.31016 30.48000 121 NA 2415 0.05
## INFO [12:39:47.117] [bbotk] 32.57709 33.05000 24.19243 121 NA 2416 0.30
## INFO [12:39:47.117] [bbotk] 32.81500 36.92050 28.67362 121 NA 2417 0.05
## INFO [12:39:47.117] [bbotk] 33.06304 33.05000 29.18342 121 NA 2418 0.15
## INFO [12:39:47.117] [bbotk] 32.81500 33.05000 30.48000 121 NA 2419 0.05
## INFO [12:39:47.117] [bbotk] 32.81500 31.30563 29.75810 121 NA 2420 0.00
## INFO [12:39:47.117] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:47.117] [bbotk] 0.104771000 3 0.2349876
## INFO [12:39:47.117] [bbotk] 0.067681130 2 0.2090667
## INFO [12:39:47.117] [bbotk] 0.199504937 6 0.2815481
## INFO [12:39:47.117] [bbotk] 0.067839439 3 0.1864889
## INFO [12:39:47.117] [bbotk] 0.009067411 2 0.1552736
## INFO [12:39:47.117] [bbotk] 0.083565472 4 0.2190922
## INFO [12:39:47.117] [bbotk] 0.013330112 2 0.1633591
## INFO [12:39:47.117] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:47.117] [bbotk] 0.067307126 3 0.1578921
## INFO [12:39:47.117] [bbotk] 0.108825575 3 0.2476100
## INFO [12:39:47.117] [bbotk] 0.048482499 2 0.1710062
## INFO [12:39:47.117] [bbotk] 0.068539313 4 0.1007620
## INFO [12:39:47.117] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:47.117] [bbotk] 0.187563773 5 0.2963786
## INFO [12:39:47.117] [bbotk] 0.201109498 6 0.2918198
## INFO [12:39:47.117] [bbotk] 0.092445633 4 0.1804306
## INFO [12:39:47.117] [bbotk] 0.107473726 5 0.2301898
## INFO [12:39:47.117] [bbotk] 0.015357286 3 0.1615454
## INFO [12:39:47.117] [bbotk] 0.048468664 3 0.1872959
## INFO [12:39:47.117] [bbotk] 0.015574878 3 0.1487662
## INFO [12:39:47.299] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:47.428] [bbotk] Result of batch 122:
## INFO [12:39:47.433] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:47.433] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 1016.0177 0.7200000 964.0048 33.88444
## INFO [12:39:47.433] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 903.0668 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 908.6197 0.7200000 498.5693 32.29000
## INFO [12:39:47.433] [bbotk] 1 3 887.1067 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 4 921.4238 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 860.6072 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 886.0000 0.7466845 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 6 899.8214 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 888.0267 0.7315300 129.1600 33.25408
## INFO [12:39:47.433] [bbotk] 1 4 886.0000 0.7247418 594.7025 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 886.0000 0.7200000 891.4247 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 914.7636 0.7200000 129.1600 32.29000
## INFO [12:39:47.433] [bbotk] 1 8 904.3641 0.6811380 129.1600 21.76584
## INFO [12:39:47.433] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 29.03290 122 NA 2421 0.20
## INFO [12:39:47.433] [bbotk] 32.19481 33.05000 30.48000 122 NA 2422 0.05
## INFO [12:39:47.433] [bbotk] 32.81500 33.95623 30.48000 122 NA 2423 0.15
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 29.03133 122 NA 2424 0.05
## INFO [12:39:47.433] [bbotk] 32.81500 32.03047 30.48000 122 NA 2425 0.10
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 30.48000 122 NA 2426 0.00
## INFO [12:39:47.433] [bbotk] 32.81500 31.23937 30.48000 122 NA 2427 0.10
## INFO [12:39:47.433] [bbotk] 31.64940 35.88022 30.48000 122 NA 2428 0.00
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 30.48000 122 NA 2429 0.10
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 30.48000 122 NA 2430 0.15
## INFO [12:39:47.433] [bbotk] 29.45884 33.05000 30.48000 122 NA 2431 0.15
## INFO [12:39:47.433] [bbotk] 32.19481 33.05000 30.48000 122 NA 2432 0.05
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 28.77264 122 NA 2433 0.00
## INFO [12:39:47.433] [bbotk] 28.40087 33.05000 28.87404 122 NA 2434 0.00
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 30.48000 122 NA 2435 0.15
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 30.33650 122 NA 2436 0.00
## INFO [12:39:47.433] [bbotk] 32.81500 30.81920 27.48246 122 NA 2437 0.10
## INFO [12:39:47.433] [bbotk] 32.81500 21.52950 29.52744 122 NA 2438 0.20
## INFO [12:39:47.433] [bbotk] 32.81500 33.05000 28.87404 122 NA 2439 0.05
## INFO [12:39:47.433] [bbotk] 25.29946 33.05000 28.61669 122 NA 2440 0.00
## INFO [12:39:47.433] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:47.433] [bbotk] 0.007281759 1 0.1540903
## INFO [12:39:47.433] [bbotk] 0.106669793 4 0.2406873
## INFO [12:39:47.433] [bbotk] 0.002823483 1 0.1526032
## INFO [12:39:47.433] [bbotk] 0.017497420 2 0.1468436
## INFO [12:39:47.433] [bbotk] 0.009224262 2 0.1551168
## INFO [12:39:47.433] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:47.433] [bbotk] 0.036515005 3 0.1735425
## INFO [12:39:47.433] [bbotk] 0.072553443 4 0.1627253
## INFO [12:39:47.433] [bbotk] 0.071376251 2 0.1259392
## INFO [12:39:47.433] [bbotk] 0.008998172 1 0.1590271
## INFO [12:39:47.433] [bbotk] 0.017374135 2 0.1587597
## INFO [12:39:47.433] [bbotk] 0.002404880 1 0.1524338
## INFO [12:39:47.433] [bbotk] 0.016159456 2 0.1490607
## INFO [12:39:47.433] [bbotk] 0.088918698 4 0.1733141
## INFO [12:39:47.433] [bbotk] 0.006552736 3 0.1518963
## INFO [12:39:47.433] [bbotk] 0.089127162 4 0.1672077
## INFO [12:39:47.433] [bbotk] 0.022033867 2 0.1563625
## INFO [12:39:47.433] [bbotk] 0.087854366 3 0.2289001
## INFO [12:39:47.433] [bbotk] 0.018273745 2 0.1460673
## INFO [12:39:47.433] [bbotk] 0.094501615 5 0.1739125
## INFO [12:39:47.639] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:47.766] [bbotk] Result of batch 123:
## INFO [12:39:47.771] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:47.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 3 886.0000 0.7200000 129.16000 28.79618
## INFO [12:39:47.771] [bbotk] 1 8 898.7007 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 904.3641 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 3 999.8463 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 11 8 941.9479 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 882.6666 0.7200000 129.16000 34.80833
## INFO [12:39:47.771] [bbotk] 1 8 916.9584 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 920.4539 0.7200000 80.96569 32.29000
## INFO [12:39:47.771] [bbotk] 1 5 899.6560 0.7556467 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 906.9228 0.7200000 415.47752 23.66555
## INFO [12:39:47.771] [bbotk] 7 8 1007.3603 0.7200000 129.16000 29.69548
## INFO [12:39:47.771] [bbotk] 1 8 889.9648 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 951.0156 0.7347419 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 899.8046 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:47.771] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:47.771] [bbotk] 31.46698 31.04335 29.03133 123 NA 2441 0.00
## INFO [12:39:47.771] [bbotk] 32.21370 33.05000 30.48000 123 NA 2442 0.00
## INFO [12:39:47.771] [bbotk] 32.81500 33.05000 29.61458 123 NA 2443 0.00
## INFO [12:39:47.771] [bbotk] 32.00742 33.05000 28.73536 123 NA 2444 0.10
## INFO [12:39:47.771] [bbotk] 32.81500 33.05000 30.48000 123 NA 2445 0.05
## INFO [12:39:47.771] [bbotk] 32.81500 33.05000 30.48000 123 NA 2446 0.00
## INFO [12:39:47.771] [bbotk] 32.81500 33.05000 30.48000 123 NA 2447 0.10
## INFO [12:39:47.771] [bbotk] 32.19481 33.05000 29.91799 123 NA 2448 0.00
## INFO [12:39:47.771] [bbotk] 32.81500 33.05000 28.77264 123 NA 2449 0.05
## INFO [12:39:47.771] [bbotk] 32.81500 33.05000 30.48000 123 NA 2450 0.10
## INFO [12:39:47.771] [bbotk] 32.81500 37.48556 31.78685 123 NA 2451 0.15
## INFO [12:39:47.771] [bbotk] 31.53990 31.20504 29.25203 123 NA 2452 0.00
## INFO [12:39:47.771] [bbotk] 22.52466 35.13076 30.48000 123 NA 2453 0.15
## INFO [12:39:47.771] [bbotk] 34.70637 33.05000 32.02290 123 NA 2454 0.30
## INFO [12:39:47.771] [bbotk] 32.81500 28.50764 30.48000 123 NA 2455 0.25
## INFO [12:39:47.771] [bbotk] 33.37222 33.05000 30.48000 123 NA 2456 0.10
## INFO [12:39:47.771] [bbotk] 32.81500 29.39355 29.76162 123 NA 2457 0.20
## INFO [12:39:47.771] [bbotk] 33.64758 33.72770 29.90492 123 NA 2458 0.10
## INFO [12:39:47.771] [bbotk] 32.81500 33.05000 29.14362 123 NA 2459 0.00
## INFO [12:39:47.771] [bbotk] 32.81500 33.05000 30.52770 123 NA 2460 0.10
## INFO [12:39:47.771] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:47.771] [bbotk] 0.0187687757 3 0.1455723
## INFO [12:39:47.771] [bbotk] 0.0754719986 3 0.1664316
## INFO [12:39:47.771] [bbotk] 0.0088553832 2 0.1542465
## INFO [12:39:47.771] [bbotk] 0.0119104365 2 0.1536850
## INFO [12:39:47.771] [bbotk] 0.0065074672 1 0.1551190
## INFO [12:39:47.771] [bbotk] 0.0991659453 2 0.1889539
## INFO [12:39:47.771] [bbotk] 0.0000000000 0 0.1500290
## INFO [12:39:47.771] [bbotk] 0.0052328953 2 0.1520414
## INFO [12:39:47.771] [bbotk] 0.0872404790 3 0.2097642
## INFO [12:39:47.771] [bbotk] 0.0000000000 0 0.1500290
## INFO [12:39:47.771] [bbotk] 0.0318964294 4 0.1569675
## INFO [12:39:47.771] [bbotk] 0.0278421156 4 0.1364989
## INFO [12:39:47.771] [bbotk] 0.0615761548 4 0.1725793
## INFO [12:39:47.771] [bbotk] 0.0845850804 5 0.1704847
## INFO [12:39:47.771] [bbotk] 0.0746243437 4 0.1904720
## INFO [12:39:47.771] [bbotk] 0.1146210177 4 0.2334921
## INFO [12:39:47.771] [bbotk] 0.0164120026 3 0.1570046
## INFO [12:39:47.771] [bbotk] 0.0336813522 5 0.1667210
## INFO [12:39:47.771] [bbotk] 0.0116164121 2 0.1527246
## INFO [12:39:47.771] [bbotk] 0.0002400396 1 0.1502690
## INFO [12:39:47.969] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:48.113] [bbotk] Result of batch 124:
## INFO [12:39:48.119] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:48.119] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 906.9228 0.7200000 129.1600 29.79605
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 8 8 922.5807 0.7200000 522.7671 32.29000
## INFO [12:39:48.119] [bbotk] 11 4 886.0000 0.7048235 408.4285 26.15800
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 899.8214 0.7483355 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 26.21325
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 0 886.0000 0.7200000 285.1694 32.29000
## INFO [12:39:48.119] [bbotk] 1 1 906.9228 0.7849000 129.1600 31.32348
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 884.6084 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 1021.6899 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.119] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 28.77264 124 NA 2461 0.00
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 31.11575 124 NA 2462 0.15
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 30.48000 124 NA 2463 0.10
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 28.61082 124 NA 2464 0.00
## INFO [12:39:48.119] [bbotk] 32.36516 29.73231 29.99073 124 NA 2465 0.10
## INFO [12:39:48.119] [bbotk] 31.62433 28.48018 30.48000 124 NA 2466 0.20
## INFO [12:39:48.119] [bbotk] 32.81500 33.99740 30.48000 124 NA 2467 0.10
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 28.87404 124 NA 2468 0.20
## INFO [12:39:48.119] [bbotk] 31.53990 31.20504 29.25203 124 NA 2469 0.05
## INFO [12:39:48.119] [bbotk] 26.41850 33.05000 22.26971 124 NA 2470 0.15
## INFO [12:39:48.119] [bbotk] 32.81500 23.29436 27.24675 124 NA 2471 0.25
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 30.48000 124 NA 2472 0.10
## INFO [12:39:48.119] [bbotk] 31.46698 31.04335 31.09698 124 NA 2473 0.10
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 28.61082 124 NA 2474 0.00
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 30.48000 124 NA 2475 0.10
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 28.77264 124 NA 2476 0.20
## INFO [12:39:48.119] [bbotk] 26.43361 33.50589 22.59497 124 NA 2477 0.25
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 29.78907 124 NA 2478 0.00
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 29.91799 124 NA 2479 0.10
## INFO [12:39:48.119] [bbotk] 32.81500 33.05000 30.48000 124 NA 2480 0.10
## INFO [12:39:48.119] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:48.119] [bbotk] 0.016159456 2 0.1490607
## INFO [12:39:48.119] [bbotk] 0.003199051 1 0.1532280
## INFO [12:39:48.119] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:48.119] [bbotk] 0.027039418 3 0.1402924
## INFO [12:39:48.119] [bbotk] 0.014543079 3 0.1567626
## INFO [12:39:48.119] [bbotk] 0.114996713 5 0.2308811
## INFO [12:39:48.119] [bbotk] 0.165486734 6 0.2214164
## INFO [12:39:48.119] [bbotk] 0.008081111 1 0.1548896
## INFO [12:39:48.119] [bbotk] 0.016871729 3 0.1474693
## INFO [12:39:48.119] [bbotk] 0.075644720 4 0.1909312
## INFO [12:39:48.119] [bbotk] 0.071565854 3 0.1859383
## INFO [12:39:48.119] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:48.119] [bbotk] 0.083060821 5 0.1742663
## INFO [12:39:48.119] [bbotk] 0.090208446 5 0.1144386
## INFO [12:39:48.119] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:48.119] [bbotk] 0.008591331 1 0.1553998
## INFO [12:39:48.119] [bbotk] 0.066335247 4 0.1914172
## INFO [12:39:48.119] [bbotk] 0.051559612 2 0.1834334
## INFO [12:39:48.119] [bbotk] 0.003546196 2 0.1489373
## INFO [12:39:48.119] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:48.311] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:48.457] [bbotk] Result of batch 125:
## INFO [12:39:48.463] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:48.463] [bbotk] 1 8 962.6544 0.7376978 555.8270 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 7 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 1 915.1543 0.7200000 129.1600 35.21679
## INFO [12:39:48.463] [bbotk] 1 1 912.7692 0.7200000 857.7047 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 908.1640 0.7721102 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 915.3528 0.7200000 129.1600 32.48469
## INFO [12:39:48.463] [bbotk] 9 8 907.7353 0.7200000 797.7685 32.29000
## INFO [12:39:48.463] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 935.4120 0.7244693 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 906.9228 0.7200000 129.1600 29.79605
## INFO [12:39:48.463] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 1021.6899 0.7200000 936.8554 32.29000
## INFO [12:39:48.463] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 886.0000 0.7302837 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 902.5487 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 4 8 907.3572 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 1 8 885.4982 0.7200000 129.1600 32.29000
## INFO [12:39:48.463] [bbotk] 10 8 973.2523 0.7200000 375.8260 32.29000
## INFO [12:39:48.463] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:48.463] [bbotk] 32.81500 23.93627 23.46156 125 NA 2481 0.25
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 28.87404 125 NA 2482 0.00
## INFO [12:39:48.463] [bbotk] 32.81500 31.08994 23.45429 125 NA 2483 0.20
## INFO [12:39:48.463] [bbotk] 33.08072 33.05000 24.00355 125 NA 2484 0.05
## INFO [12:39:48.463] [bbotk] 25.52758 33.05000 30.81011 125 NA 2485 0.05
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 28.69494 125 NA 2486 0.10
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 29.22388 125 NA 2487 0.05
## INFO [12:39:48.463] [bbotk] 32.81500 33.33630 23.68082 125 NA 2488 0.10
## INFO [12:39:48.463] [bbotk] 32.81500 38.29083 30.48000 125 NA 2489 0.05
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 30.48000 125 NA 2490 0.00
## INFO [12:39:48.463] [bbotk] 32.19481 27.50825 29.91799 125 NA 2491 0.20
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 30.48000 125 NA 2492 0.05
## INFO [12:39:48.463] [bbotk] 33.75107 33.05000 27.67480 125 NA 2493 0.20
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 30.48000 125 NA 2494 0.05
## INFO [12:39:48.463] [bbotk] 31.21939 29.07272 30.34041 125 NA 2495 0.20
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 29.13007 125 NA 2496 0.15
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 30.48000 125 NA 2497 0.05
## INFO [12:39:48.463] [bbotk] 32.81500 33.05000 27.09232 125 NA 2498 0.00
## INFO [12:39:48.463] [bbotk] 32.91345 33.05000 30.07033 125 NA 2499 0.10
## INFO [12:39:48.463] [bbotk] 32.06419 33.05000 30.58015 125 NA 2500 0.10
## INFO [12:39:48.463] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:48.463] [bbotk] 0.120167840 5 0.2289827
## INFO [12:39:48.463] [bbotk] 0.012978856 2 0.1513622
## INFO [12:39:48.463] [bbotk] 0.100283469 3 0.2361072
## INFO [12:39:48.463] [bbotk] 0.114767484 5 0.1418911
## INFO [12:39:48.463] [bbotk] 0.143309111 5 0.1742736
## INFO [12:39:48.463] [bbotk] 0.025351094 3 0.1576806
## INFO [12:39:48.463] [bbotk] 0.017519954 3 0.1484167
## INFO [12:39:48.463] [bbotk] 0.143002824 5 0.2756362
## INFO [12:39:48.463] [bbotk] 0.075152152 2 0.1661083
## INFO [12:39:48.463] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:48.463] [bbotk] 0.040738920 5 0.1553915
## INFO [12:39:48.463] [bbotk] 0.017633816 2 0.1471904
## INFO [12:39:48.463] [bbotk] 0.017745387 2 0.1639335
## INFO [12:39:48.463] [bbotk] 0.098061324 2 0.2368885
## INFO [12:39:48.463] [bbotk] 0.078104933 4 0.2149579
## INFO [12:39:48.463] [bbotk] 0.008473107 2 0.1520136
## INFO [12:39:48.463] [bbotk] 0.005864175 1 0.1544757
## INFO [12:39:48.463] [bbotk] 0.083438296 3 0.2163396
## INFO [12:39:48.463] [bbotk] 0.002621043 3 0.1488091
## INFO [12:39:48.463] [bbotk] 0.108420590 5 0.2414251
## INFO [12:39:48.649] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:48.777] [bbotk] Result of batch 126:
## INFO [12:39:48.782] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:48.782] [bbotk] 1 3 886.0000 0.7200000 129.16000 34.56304 32.81500
## INFO [12:39:48.782] [bbotk] 1 8 888.0267 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] 1 8 886.0000 0.7200000 129.16000 29.07080 32.81500
## INFO [12:39:48.782] [bbotk] 11 8 982.3023 0.7200000 129.16000 25.39513 32.81500
## INFO [12:39:48.782] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 31.46698
## INFO [12:39:48.782] [bbotk] 1 8 902.5029 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] 11 4 886.0000 0.6995857 129.16000 32.29000 31.28777
## INFO [12:39:48.782] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] 1 8 886.0000 0.7200000 129.16000 28.27797 32.81500
## INFO [12:39:48.782] [bbotk] 1 3 886.0000 0.7200000 129.16000 23.75943 32.81500
## INFO [12:39:48.782] [bbotk] 1 8 897.1310 0.6953702 129.16000 32.29000 32.22171
## INFO [12:39:48.782] [bbotk] 1 8 888.1238 0.7200000 129.16000 32.29000 32.75796
## INFO [12:39:48.782] [bbotk] 1 9 983.2469 0.7200000 166.69052 26.32265 31.95041
## INFO [12:39:48.782] [bbotk] 1 8 914.8064 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] 1 8 995.5731 0.7200000 129.16000 32.29000 24.15433
## INFO [12:39:48.782] [bbotk] 9 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] 1 1 892.9798 0.7429426 129.16000 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] 1 6 886.0000 0.7199885 90.32602 32.29000 32.81500
## INFO [12:39:48.782] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:48.782] [bbotk] 38.74149 30.48000 126 NA 2501 0.05 0.085870653
## INFO [12:39:48.782] [bbotk] 33.05000 29.91799 126 NA 2502 0.10 0.003546196
## INFO [12:39:48.782] [bbotk] 33.05000 30.19305 126 NA 2503 0.10 0.014635444
## INFO [12:39:48.782] [bbotk] 38.96039 30.48000 126 NA 2504 0.05 0.139617415
## INFO [12:39:48.782] [bbotk] 33.05000 31.23541 126 NA 2505 0.15 0.003801174
## INFO [12:39:48.782] [bbotk] 31.04335 29.03133 126 NA 2506 0.00 0.018768776
## INFO [12:39:48.782] [bbotk] 33.05000 32.29722 126 NA 2507 0.10 0.014992092
## INFO [12:39:48.782] [bbotk] 33.05000 30.48000 126 NA 2508 0.00 0.126904766
## INFO [12:39:48.782] [bbotk] 31.20504 30.48000 126 NA 2509 0.15 0.005748260
## INFO [12:39:48.782] [bbotk] 33.05000 28.87404 126 NA 2510 0.20 0.008081111
## INFO [12:39:48.782] [bbotk] 31.58285 21.72877 126 NA 2511 0.25 0.065047312
## INFO [12:39:48.782] [bbotk] 33.05000 29.80196 126 NA 2512 0.05 0.097191721
## INFO [12:39:48.782] [bbotk] 33.05000 22.04922 126 NA 2513 0.05 0.052692715
## INFO [12:39:48.782] [bbotk] 33.05000 28.85867 126 NA 2514 0.15 0.009132223
## INFO [12:39:48.782] [bbotk] 33.05000 28.87404 126 NA 2515 0.00 0.131492634
## INFO [12:39:48.782] [bbotk] 33.05000 30.48000 126 NA 2516 0.10 0.010207798
## INFO [12:39:48.782] [bbotk] 33.05000 30.48000 126 NA 2517 0.10 0.072410980
## INFO [12:39:48.782] [bbotk] 33.05000 30.48000 126 NA 2518 0.10 0.058823529
## INFO [12:39:48.782] [bbotk] 33.05000 27.75924 126 NA 2519 0.10 0.078736415
## INFO [12:39:48.782] [bbotk] 33.05000 30.80518 126 NA 2520 0.20 0.062864656
## INFO [12:39:48.782] [bbotk] no_changed dist_train
## INFO [12:39:48.782] [bbotk] 3 0.1768268
## INFO [12:39:48.782] [bbotk] 2 0.1489373
## INFO [12:39:48.782] [bbotk] 2 0.1561325
## INFO [12:39:48.782] [bbotk] 4 0.2584885
## INFO [12:39:48.782] [bbotk] 1 0.1538301
## INFO [12:39:48.782] [bbotk] 3 0.1455723
## INFO [12:39:48.782] [bbotk] 2 0.1636036
## INFO [12:39:48.782] [bbotk] 4 0.1957708
## INFO [12:39:48.782] [bbotk] 1 0.1557772
## INFO [12:39:48.782] [bbotk] 1 0.1548896
## INFO [12:39:48.782] [bbotk] 3 0.1839864
## INFO [12:39:48.782] [bbotk] 3 0.1849308
## INFO [12:39:48.782] [bbotk] 4 0.1801914
## INFO [12:39:48.782] [bbotk] 3 0.1545233
## INFO [12:39:48.782] [bbotk] 6 0.2056592
## INFO [12:39:48.782] [bbotk] 1 0.1541332
## INFO [12:39:48.782] [bbotk] 2 0.1882827
## INFO [12:39:48.782] [bbotk] 1 0.2088525
## INFO [12:39:48.782] [bbotk] 4 0.1032125
## INFO [12:39:48.782] [bbotk] 4 0.1540552
## INFO [12:39:48.997] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:49.142] [bbotk] Result of batch 127:
## INFO [12:39:49.149] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:49.149] [bbotk] 10 8 902.6035 0.7200000 189.6967 32.29000 30.78636
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.72951
## INFO [12:39:49.149] [bbotk] 1 9 899.8214 0.7206356 343.3084 32.29000 32.81500
## INFO [12:39:49.149] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.149] [bbotk] 1 8 941.1738 0.7200000 129.1600 32.29000 32.22059
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.54010 32.81500
## INFO [12:39:49.149] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.149] [bbotk] 1 9 886.0000 0.7200000 129.1600 32.29000 25.20313
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7200000 701.7400 24.26650 23.37587
## INFO [12:39:49.149] [bbotk] 1 8 900.2604 0.6951029 129.1600 32.29000 32.81500
## INFO [12:39:49.149] [bbotk] 1 1 935.3254 0.7200000 129.1600 32.29000 31.85885
## INFO [12:39:49.149] [bbotk] 1 8 862.9590 0.7200000 129.1600 32.29000 31.11529
## INFO [12:39:49.149] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 28.22049
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7271944 129.1600 22.98344 32.81500
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.03846
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7340709 129.1600 32.29000 22.37848
## INFO [12:39:49.149] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7026543 129.1600 34.10204 32.81500
## INFO [12:39:49.149] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.149] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:49.149] [bbotk] 23.27553 30.38975 127 NA 2521 0.25 0.107227281
## INFO [12:39:49.149] [bbotk] 30.96629 29.78618 127 NA 2522 0.05 0.010314863
## INFO [12:39:49.149] [bbotk] 33.05000 30.48000 127 NA 2523 0.05 0.077076169
## INFO [12:39:49.149] [bbotk] 33.05000 29.91799 127 NA 2524 0.10 0.003546196
## INFO [12:39:49.149] [bbotk] 33.05000 30.48000 127 NA 2525 0.05 0.021856212
## INFO [12:39:49.149] [bbotk] 33.05000 31.00862 127 NA 2526 0.20 0.003684833
## INFO [12:39:49.149] [bbotk] 33.05000 29.03133 127 NA 2527 0.05 0.017497420
## INFO [12:39:49.149] [bbotk] 33.05000 26.21005 127 NA 2528 0.15 0.109825651
## INFO [12:39:49.149] [bbotk] 29.94598 30.48000 127 NA 2529 0.00 0.114580891
## INFO [12:39:49.149] [bbotk] 33.05000 30.48000 127 NA 2530 0.05 0.009121442
## INFO [12:39:49.149] [bbotk] 33.05000 30.48000 127 NA 2531 0.05 0.080009992
## INFO [12:39:49.149] [bbotk] 32.82553 30.48000 127 NA 2532 0.10 0.015454993
## INFO [12:39:49.149] [bbotk] 33.05000 27.33755 127 NA 2533 0.10 0.092451986
## INFO [12:39:49.149] [bbotk] 33.05000 30.48000 127 NA 2534 0.10 0.039311742
## INFO [12:39:49.149] [bbotk] 33.05000 30.48000 127 NA 2535 0.05 0.003011115
## INFO [12:39:49.149] [bbotk] 33.05000 28.03044 127 NA 2536 0.15 0.055094114
## INFO [12:39:49.149] [bbotk] 33.05000 30.48000 127 NA 2537 0.05 0.004897744
## INFO [12:39:49.149] [bbotk] 33.05000 29.91799 127 NA 2538 0.10 0.002828015
## INFO [12:39:49.149] [bbotk] 27.83874 30.09748 127 NA 2539 0.25 0.028420877
## INFO [12:39:49.149] [bbotk] 33.05000 30.48000 127 NA 2540 0.10 0.000000000
## INFO [12:39:49.149] [bbotk] no_changed dist_train
## INFO [12:39:49.149] [bbotk] 6 0.2294514
## INFO [12:39:49.149] [bbotk] 3 0.1540262
## INFO [12:39:49.149] [bbotk] 4 0.1666564
## INFO [12:39:49.149] [bbotk] 2 0.1489373
## INFO [12:39:49.149] [bbotk] 2 0.1560736
## INFO [12:39:49.149] [bbotk] 2 0.1537138
## INFO [12:39:49.149] [bbotk] 2 0.1468436
## INFO [12:39:49.149] [bbotk] 3 0.1973428
## INFO [12:39:49.149] [bbotk] 4 0.2223014
## INFO [12:39:49.149] [bbotk] 2 0.1552196
## INFO [12:39:49.149] [bbotk] 3 0.1109745
## INFO [12:39:49.149] [bbotk] 3 0.1652156
## INFO [12:39:49.149] [bbotk] 3 0.1804370
## INFO [12:39:49.149] [bbotk] 2 0.1836966
## INFO [12:39:49.149] [bbotk] 1 0.1530401
## INFO [12:39:49.149] [bbotk] 3 0.1801761
## INFO [12:39:49.149] [bbotk] 1 0.1535093
## INFO [12:39:49.149] [bbotk] 1 0.1496365
## INFO [12:39:49.149] [bbotk] 4 0.1695349
## INFO [12:39:49.149] [bbotk] 0 0.1500290
## INFO [12:39:49.372] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:49.501] [bbotk] Result of batch 128:
## INFO [12:39:49.506] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:49.506] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 4 8 923.6276 0.7200000 129.1600 27.40292
## INFO [12:39:49.506] [bbotk] 10 8 906.9228 0.7200000 224.8968 32.29000
## INFO [12:39:49.506] [bbotk] 8 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 1 6 886.0000 0.6764154 129.1600 22.30703
## INFO [12:39:49.506] [bbotk] 1 9 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 1 8 1010.6568 0.6942706 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 9 8 986.2518 0.7413339 242.0028 32.29000
## INFO [12:39:49.506] [bbotk] 1 8 890.9836 0.7200000 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 4 8 898.6372 0.7200000 129.1600 25.66792
## INFO [12:39:49.506] [bbotk] 1 1 949.5525 0.7200000 296.8685 32.29000
## INFO [12:39:49.506] [bbotk] 1 4 886.0000 0.7430017 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 1 3 875.1774 0.7200000 129.1600 28.86645
## INFO [12:39:49.506] [bbotk] 1 8 886.0000 0.7423495 930.2076 32.29000
## INFO [12:39:49.506] [bbotk] 1 8 886.5925 0.7200000 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 1 8 912.8753 0.7200000 129.1600 30.39827
## INFO [12:39:49.506] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:49.506] [bbotk] 1 8 916.9584 0.7047710 596.6852 32.29000
## INFO [12:39:49.506] [bbotk] 1 8 904.3641 0.7200000 129.1600 26.70543
## INFO [12:39:49.506] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:49.506] [bbotk] 32.47292 27.22320 30.40515 128 NA 2541 0.25
## INFO [12:39:49.506] [bbotk] 32.81500 33.36494 29.37905 128 NA 2542 0.00
## INFO [12:39:49.506] [bbotk] 32.81500 33.05000 21.85512 128 NA 2543 0.05
## INFO [12:39:49.506] [bbotk] 32.81500 33.05000 30.48000 128 NA 2544 0.05
## INFO [12:39:49.506] [bbotk] 31.46698 31.04335 29.03133 128 NA 2545 0.00
## INFO [12:39:49.506] [bbotk] 31.74241 33.05000 30.48000 128 NA 2546 0.00
## INFO [12:39:49.506] [bbotk] 29.44095 33.05000 30.48000 128 NA 2547 0.05
## INFO [12:39:49.506] [bbotk] 32.11488 33.05000 30.48000 128 NA 2548 0.05
## INFO [12:39:49.506] [bbotk] 32.24703 33.05000 29.32427 128 NA 2549 0.05
## INFO [12:39:49.506] [bbotk] 32.81500 33.05000 29.87718 128 NA 2550 0.00
## INFO [12:39:49.506] [bbotk] 34.53981 33.05000 25.22846 128 NA 2551 0.05
## INFO [12:39:49.506] [bbotk] 32.81500 33.05000 29.13438 128 NA 2552 0.10
## INFO [12:39:49.506] [bbotk] 32.81500 28.14689 28.68301 128 NA 2553 0.15
## INFO [12:39:49.506] [bbotk] 32.81500 33.05000 28.86834 128 NA 2554 0.20
## INFO [12:39:49.506] [bbotk] 30.69927 33.27219 30.48000 128 NA 2555 0.10
## INFO [12:39:49.506] [bbotk] 26.41040 33.05000 29.86176 128 NA 2556 0.00
## INFO [12:39:49.506] [bbotk] 32.19481 33.05000 29.91799 128 NA 2557 0.00
## INFO [12:39:49.506] [bbotk] 32.81500 33.05000 30.48000 128 NA 2558 0.00
## INFO [12:39:49.506] [bbotk] 31.05568 31.20504 30.48000 128 NA 2559 0.05
## INFO [12:39:49.506] [bbotk] 32.81500 31.30563 26.62455 128 NA 2560 0.05
## INFO [12:39:49.506] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:49.506] [bbotk] 0.019857410 3 0.1670833
## INFO [12:39:49.506] [bbotk] 0.098704532 5 0.2064957
## INFO [12:39:49.506] [bbotk] 0.115561679 4 0.2487708
## INFO [12:39:49.506] [bbotk] 0.117647059 2 0.1973154
## INFO [12:39:49.506] [bbotk] 0.125621897 6 0.1935538
## INFO [12:39:49.506] [bbotk] 0.070396809 3 0.1601848
## INFO [12:39:49.506] [bbotk] 0.061460633 3 0.1689240
## INFO [12:39:49.506] [bbotk] 0.107531816 5 0.2409295
## INFO [12:39:49.506] [bbotk] 0.009783932 3 0.1545571
## INFO [12:39:49.506] [bbotk] 0.093470778 4 0.2228327
## INFO [12:39:49.506] [bbotk] 0.124835015 5 0.1519586
## INFO [12:39:49.506] [bbotk] 0.069353086 3 0.1431923
## INFO [12:39:49.506] [bbotk] 0.101006324 5 0.1840651
## INFO [12:39:49.506] [bbotk] 0.061328746 3 0.2048693
## INFO [12:39:49.506] [bbotk] 0.009106214 3 0.1566194
## INFO [12:39:49.506] [bbotk] 0.045220921 4 0.1458338
## INFO [12:39:49.506] [bbotk] 0.005951077 3 0.1513422
## INFO [12:39:49.506] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:49.506] [bbotk] 0.054958463 5 0.1672415
## INFO [12:39:49.506] [bbotk] 0.054227091 4 0.1584238
## INFO [12:39:49.695] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:49.838] [bbotk] Result of batch 129:
## INFO [12:39:49.843] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:49.843] [bbotk] 3 8 886.0000 0.7261503 129.1600 32.29000 32.22349
## INFO [12:39:49.843] [bbotk] 1 8 901.5473 0.7086026 672.6283 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 4 1 886.0000 0.7200000 129.1600 32.29000 35.71628
## INFO [12:39:49.843] [bbotk] 1 4 886.0000 0.7399269 129.1600 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.46698
## INFO [12:39:49.843] [bbotk] 1 8 896.5197 0.7200000 129.1600 34.77910 32.81500
## INFO [12:39:49.843] [bbotk] 1 8 894.0762 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 1 8 886.0000 0.6761839 514.4233 32.29000 32.99207
## INFO [12:39:49.843] [bbotk] 1 8 922.9024 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 6 6 886.0000 0.7200000 513.8419 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 1 8 990.0513 0.7200000 129.1600 31.93467 32.81500
## INFO [12:39:49.843] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 24.66369
## INFO [12:39:49.843] [bbotk] 8 8 886.0000 0.7200000 129.1600 23.87503 29.15746
## INFO [12:39:49.843] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 1 4 886.0000 0.7200000 610.6733 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] 1 8 889.7988 0.7200000 129.1600 32.29000 32.54108
## INFO [12:39:49.843] [bbotk] 1 8 874.4714 0.7200000 129.1600 33.86468 32.81500
## INFO [12:39:49.843] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:49.843] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:49.843] [bbotk] 28.11951 28.77218 129 NA 2561 0.10 0.086077510
## INFO [12:39:49.843] [bbotk] 33.31007 29.80495 129 NA 2562 0.00 0.045207380
## INFO [12:39:49.843] [bbotk] 34.16313 28.77264 129 NA 2563 0.25 0.070882988
## INFO [12:39:49.843] [bbotk] 33.05000 30.48000 129 NA 2564 0.10 0.000000000
## INFO [12:39:49.843] [bbotk] 33.05000 30.48000 129 NA 2565 0.25 0.128897143
## INFO [12:39:49.843] [bbotk] 33.05000 28.61082 129 NA 2566 0.10 0.071485154
## INFO [12:39:49.843] [bbotk] 31.04335 30.48000 129 NA 2567 0.05 0.011479154
## INFO [12:39:49.843] [bbotk] 29.47894 29.25203 129 NA 2568 0.10 0.031232790
## INFO [12:39:49.843] [bbotk] 33.05000 29.04337 129 NA 2569 0.20 0.010090928
## INFO [12:39:49.843] [bbotk] 24.70592 30.78752 129 NA 2570 0.30 0.059230035
## INFO [12:39:49.843] [bbotk] 33.05000 28.07959 129 NA 2571 0.05 0.025155463
## INFO [12:39:49.843] [bbotk] 26.49355 30.48000 129 NA 2572 0.20 0.161877968
## INFO [12:39:49.843] [bbotk] 33.05000 30.48000 129 NA 2573 0.10 0.038327508
## INFO [12:39:49.843] [bbotk] 33.05000 29.91799 129 NA 2574 0.05 0.034435731
## INFO [12:39:49.843] [bbotk] 33.05000 30.48000 129 NA 2575 0.10 0.107488700
## INFO [12:39:49.843] [bbotk] 33.05000 30.48000 129 NA 2576 0.00 0.058823529
## INFO [12:39:49.843] [bbotk] 23.31074 29.11753 129 NA 2577 0.10 0.125818549
## INFO [12:39:49.843] [bbotk] 30.66727 28.90308 129 NA 2578 0.00 0.017767042
## INFO [12:39:49.843] [bbotk] 37.48967 30.48000 129 NA 2579 0.15 0.024370407
## INFO [12:39:49.843] [bbotk] 33.05000 30.68819 129 NA 2580 0.15 0.001047582
## INFO [12:39:49.843] [bbotk] no_changed dist_train
## INFO [12:39:49.843] [bbotk] 5 0.2158188
## INFO [12:39:49.843] [bbotk] 5 0.1880115
## INFO [12:39:49.843] [bbotk] 3 0.1586187
## INFO [12:39:49.843] [bbotk] 0 0.1500290
## INFO [12:39:49.843] [bbotk] 3 0.1606586
## INFO [12:39:49.843] [bbotk] 3 0.1400554
## INFO [12:39:49.843] [bbotk] 2 0.1528619
## INFO [12:39:49.843] [bbotk] 4 0.1620513
## INFO [12:39:49.843] [bbotk] 2 0.1542501
## INFO [12:39:49.843] [bbotk] 5 0.1955432
## INFO [12:39:49.843] [bbotk] 2 0.1476792
## INFO [12:39:49.843] [bbotk] 4 0.2530834
## INFO [12:39:49.843] [bbotk] 2 0.1742426
## INFO [12:39:49.843] [bbotk] 2 0.1701652
## INFO [12:39:49.843] [bbotk] 3 0.2289181
## INFO [12:39:49.843] [bbotk] 1 0.1500290
## INFO [12:39:49.843] [bbotk] 4 0.1809189
## INFO [12:39:49.843] [bbotk] 4 0.1477127
## INFO [12:39:49.843] [bbotk] 3 0.1569152
## INFO [12:39:49.843] [bbotk] 1 0.1510765
## INFO [12:39:50.035] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:50.173] [bbotk] Result of batch 130:
## INFO [12:39:50.180] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:50.180] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 1 8 886.0000 0.7200000 507.05650 32.29000
## INFO [12:39:50.180] [bbotk] 1 8 882.7528 0.7200000 129.16000 29.42649
## INFO [12:39:50.180] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 1 8 1012.1830 0.7238366 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 1 8 899.8214 0.7233615 403.86359 32.29000
## INFO [12:39:50.180] [bbotk] 6 8 866.0965 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 1 8 885.7071 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 4 8 886.0000 0.7200000 129.16000 32.08656
## INFO [12:39:50.180] [bbotk] 5 3 860.5103 0.7234842 54.80581 30.00864
## INFO [12:39:50.180] [bbotk] 6 2 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 1 8 982.8235 0.7200000 286.87529 32.29000
## INFO [12:39:50.180] [bbotk] 1 1 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 9 8 886.0000 0.7364522 247.70929 32.29000
## INFO [12:39:50.180] [bbotk] 1 8 904.3479 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 1 1 955.0158 0.7161837 805.25573 21.87452
## INFO [12:39:50.180] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] 1 4 921.4238 0.7077728 129.16000 31.19107
## INFO [12:39:50.180] [bbotk] 1 8 902.5487 0.7200000 129.16000 32.29000
## INFO [12:39:50.180] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:50.180] [bbotk] 32.81500 33.40992 28.69460 130 NA 2581 0.25
## INFO [12:39:50.180] [bbotk] 31.09326 33.05000 30.48000 130 NA 2582 0.00
## INFO [12:39:50.180] [bbotk] 32.81500 33.05000 21.46318 130 NA 2583 0.25
## INFO [12:39:50.180] [bbotk] 32.81500 39.88125 27.68836 130 NA 2584 0.10
## INFO [12:39:50.180] [bbotk] 32.81500 31.04335 29.03133 130 NA 2585 0.00
## INFO [12:39:50.180] [bbotk] 32.81500 33.05000 30.48000 130 NA 2586 0.05
## INFO [12:39:50.180] [bbotk] 35.55572 30.68540 30.48000 130 NA 2587 0.20
## INFO [12:39:50.180] [bbotk] 31.23984 23.35020 30.48000 130 NA 2588 0.25
## INFO [12:39:50.180] [bbotk] 28.16984 33.05000 30.48000 130 NA 2589 0.10
## INFO [12:39:50.180] [bbotk] 32.01938 33.05000 30.48000 130 NA 2590 0.10
## INFO [12:39:50.180] [bbotk] 24.79328 33.05000 30.48000 130 NA 2591 0.15
## INFO [12:39:50.180] [bbotk] 32.81500 33.05000 30.48000 130 NA 2592 0.10
## INFO [12:39:50.180] [bbotk] 32.81500 33.05000 30.48000 130 NA 2593 0.10
## INFO [12:39:50.180] [bbotk] 32.81500 33.05000 24.34600 130 NA 2594 0.20
## INFO [12:39:50.180] [bbotk] 32.81500 33.05000 28.65963 130 NA 2595 0.25
## INFO [12:39:50.180] [bbotk] 32.81500 32.70077 30.48000 130 NA 2596 0.05
## INFO [12:39:50.180] [bbotk] 32.81500 37.71800 30.48000 130 NA 2597 0.05
## INFO [12:39:50.180] [bbotk] 24.08920 33.05000 30.48000 130 NA 2598 0.10
## INFO [12:39:50.180] [bbotk] 32.81500 33.05000 24.67598 130 NA 2599 0.05
## INFO [12:39:50.180] [bbotk] 32.81500 21.83043 28.67607 130 NA 2600 0.15
## INFO [12:39:50.180] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:50.180] [bbotk] 0.010105436 2 0.1566647
## INFO [12:39:50.180] [bbotk] 0.030059678 2 0.1800886
## INFO [12:39:50.180] [bbotk] 0.058256939 3 0.1863383
## INFO [12:39:50.180] [bbotk] 0.094154729 3 0.1818905
## INFO [12:39:50.180] [bbotk] 0.058882567 4 0.1706265
## INFO [12:39:50.180] [bbotk] 0.022445071 3 0.1699581
## INFO [12:39:50.180] [bbotk] 0.083871287 4 0.2332798
## INFO [12:39:50.180] [bbotk] 0.036432871 3 0.1748493
## INFO [12:39:50.180] [bbotk] 0.077669386 3 0.2173876
## INFO [12:39:50.180] [bbotk] 0.144283382 7 0.2340895
## INFO [12:39:50.180] [bbotk] 0.148752262 3 0.2399577
## INFO [12:39:50.180] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:50.180] [bbotk] 0.044069336 2 0.1828966
## INFO [12:39:50.180] [bbotk] 0.089689518 2 0.1188510
## INFO [12:39:50.180] [bbotk] 0.078007381 4 0.2215479
## INFO [12:39:50.180] [bbotk] 0.007589811 2 0.1562013
## INFO [12:39:50.180] [bbotk] 0.182962938 6 0.2134323
## INFO [12:39:50.180] [bbotk] 0.033835347 1 0.1752209
## INFO [12:39:50.180] [bbotk] 0.107082881 5 0.1260755
## INFO [12:39:50.180] [bbotk] 0.049897736 3 0.1724980
## INFO [12:39:50.394] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:50.521] [bbotk] Result of batch 131:
## INFO [12:39:50.527] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:50.527] [bbotk] 1 0 906.9228 0.7613649 614.37060 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 916.9584 0.7602374 129.16000 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 950.4931 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 902.5487 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 3 892.2353 0.7200000 60.56094 30.11323 32.81500
## INFO [12:39:50.527] [bbotk] 1 4 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 886.0000 0.7200000 297.04655 30.35185 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 886.0000 0.7200000 245.95649 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 8 8 894.0252 0.7200000 129.16000 32.29000 31.98227
## INFO [12:39:50.527] [bbotk] 1 2 914.8064 0.7200000 392.30388 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 6 886.0000 0.7200000 129.16000 23.31942 24.95535
## INFO [12:39:50.527] [bbotk] 1 3 886.0000 0.6942435 129.16000 34.59449 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 886.0000 0.7139504 129.16000 31.65183 36.13265
## INFO [12:39:50.527] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 3 886.0000 0.7502880 129.16000 32.29000 32.81500
## INFO [12:39:50.527] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 31.79313
## INFO [12:39:50.527] [bbotk] 1 8 899.8214 0.7200000 129.16000 32.29000 28.62564
## INFO [12:39:50.527] [bbotk] 7 8 994.0435 0.7200000 129.16000 31.10582 34.11455
## INFO [12:39:50.527] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:50.527] [bbotk] 33.05000 30.48000 131 NA 2601 0.05 0.103020440
## INFO [12:39:50.527] [bbotk] 21.80858 22.86030 131 NA 2602 0.25 0.090911474
## INFO [12:39:50.527] [bbotk] 33.05000 24.09640 131 NA 2603 0.15 0.054975669
## INFO [12:39:50.527] [bbotk] 33.05000 28.67607 131 NA 2604 0.00 0.014941448
## INFO [12:39:50.527] [bbotk] 22.87691 30.48000 131 NA 2605 0.30 0.105893521
## INFO [12:39:50.527] [bbotk] 33.05000 30.48000 131 NA 2606 0.05 0.058823529
## INFO [12:39:50.527] [bbotk] 21.56192 30.48000 131 NA 2607 0.25 0.054123436
## INFO [12:39:50.527] [bbotk] 36.46179 26.81062 131 NA 2608 0.20 0.036321191
## INFO [12:39:50.527] [bbotk] 25.26715 30.48000 131 NA 2609 0.25 0.089144994
## INFO [12:39:50.527] [bbotk] 33.05000 23.19960 131 NA 2610 0.15 0.121948726
## INFO [12:39:50.527] [bbotk] 31.04335 30.48000 131 NA 2611 0.00 0.132311689
## INFO [12:39:50.527] [bbotk] 33.05000 24.41471 131 NA 2612 0.20 0.102995635
## INFO [12:39:50.527] [bbotk] 33.05000 26.42549 131 NA 2613 0.30 0.036870261
## INFO [12:39:50.527] [bbotk] 30.84038 30.48000 131 NA 2614 0.10 0.006884409
## INFO [12:39:50.527] [bbotk] 33.05000 28.90058 131 NA 2615 0.20 0.007947548
## INFO [12:39:50.527] [bbotk] 29.48550 30.48000 131 NA 2616 0.20 0.011105749
## INFO [12:39:50.527] [bbotk] 33.05000 30.16788 131 NA 2617 0.05 0.065343113
## INFO [12:39:50.527] [bbotk] 33.05000 30.48000 131 NA 2618 0.05 0.003962424
## INFO [12:39:50.527] [bbotk] 33.05000 28.87404 131 NA 2619 0.00 0.029223617
## INFO [12:39:50.527] [bbotk] 33.06020 27.10860 131 NA 2620 0.15 0.123997832
## INFO [12:39:50.527] [bbotk] no_changed dist_train
## INFO [12:39:50.527] [bbotk] 4 0.1895405
## INFO [12:39:50.527] [bbotk] 4 0.2032993
## INFO [12:39:50.527] [bbotk] 2 0.1774994
## INFO [12:39:50.527] [bbotk] 2 0.1512506
## INFO [12:39:50.527] [bbotk] 5 0.1954208
## INFO [12:39:50.527] [bbotk] 1 0.1384919
## INFO [12:39:50.527] [bbotk] 3 0.1888714
## INFO [12:39:50.527] [bbotk] 3 0.1827770
## INFO [12:39:50.527] [bbotk] 4 0.2276315
## INFO [12:39:50.527] [bbotk] 4 0.2085163
## INFO [12:39:50.527] [bbotk] 4 0.2042423
## INFO [12:39:50.527] [bbotk] 4 0.1909806
## INFO [12:39:50.527] [bbotk] 4 0.1777006
## INFO [12:39:50.527] [bbotk] 1 0.1569134
## INFO [12:39:50.527] [bbotk] 1 0.1547561
## INFO [12:39:50.527] [bbotk] 1 0.1611347
## INFO [12:39:50.527] [bbotk] 3 0.1501395
## INFO [12:39:50.527] [bbotk] 1 0.1539914
## INFO [12:39:50.527] [bbotk] 3 0.1446514
## INFO [12:39:50.527] [bbotk] 6 0.2368165
## INFO [12:39:50.726] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:50.853] [bbotk] Result of batch 132:
## INFO [12:39:50.858] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:50.858] [bbotk] 2 5 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 8 886.0000 0.7200000 129.1600 22.27172
## INFO [12:39:50.858] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 5 886.0000 0.6951205 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 6 8 1004.4309 0.7200000 129.1600 21.93592
## INFO [12:39:50.858] [bbotk] 1 8 958.6588 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 12 8 886.0000 0.6817345 129.1600 24.28439
## INFO [12:39:50.858] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 4 9 886.0000 0.7120352 240.1693 30.32940
## INFO [12:39:50.858] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 8 889.5341 0.7200000 901.4879 32.29000
## INFO [12:39:50.858] [bbotk] 8 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 8 919.2894 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 8 975.7547 0.7019430 284.9931 32.29000
## INFO [12:39:50.858] [bbotk] 1 8 926.5095 0.7200000 129.1600 32.94361
## INFO [12:39:50.858] [bbotk] 4 8 898.2673 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] 1 8 890.7137 0.7200000 129.1600 32.29000
## INFO [12:39:50.858] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 30.48000 132 NA 2621 0.10
## INFO [12:39:50.858] [bbotk] 32.81500 36.35954 24.72265 132 NA 2622 0.30
## INFO [12:39:50.858] [bbotk] 31.46698 34.88797 30.48000 132 NA 2623 0.10
## INFO [12:39:50.858] [bbotk] 32.80163 27.25177 30.48000 132 NA 2624 0.25
## INFO [12:39:50.858] [bbotk] 31.95041 33.05000 28.87404 132 NA 2625 0.00
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 30.48000 132 NA 2626 0.10
## INFO [12:39:50.858] [bbotk] 32.81500 28.73125 29.00967 132 NA 2627 0.20
## INFO [12:39:50.858] [bbotk] 32.51924 30.98173 30.48000 132 NA 2628 0.05
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 31.85641 132 NA 2629 0.15
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 30.48000 132 NA 2630 0.10
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 29.72267 132 NA 2631 0.05
## INFO [12:39:50.858] [bbotk] 32.81500 38.78728 23.62712 132 NA 2632 0.20
## INFO [12:39:50.858] [bbotk] 32.81500 31.71745 29.62509 132 NA 2633 0.15
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 30.48000 132 NA 2634 0.10
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 29.03133 132 NA 2635 0.20
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 30.48000 132 NA 2636 0.05
## INFO [12:39:50.858] [bbotk] 25.84888 33.05000 30.48000 132 NA 2637 0.10
## INFO [12:39:50.858] [bbotk] 32.00985 26.01609 30.48000 132 NA 2638 0.30
## INFO [12:39:50.858] [bbotk] 22.36330 25.73090 29.07027 132 NA 2639 0.10
## INFO [12:39:50.858] [bbotk] 32.81500 33.05000 30.08970 132 NA 2640 0.10
## INFO [12:39:50.858] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:50.858] [bbotk] 0.117647059 2 0.2088525
## INFO [12:39:50.858] [bbotk] 0.080334757 3 0.2084161
## INFO [12:39:50.858] [bbotk] 0.010953600 2 0.1607333
## INFO [12:39:50.858] [bbotk] 0.081005932 4 0.1722114
## INFO [12:39:50.858] [bbotk] 0.154652838 5 0.2506566
## INFO [12:39:50.858] [bbotk] 0.025747274 1 0.1645745
## INFO [12:39:50.858] [bbotk] 0.118735583 5 0.2221093
## INFO [12:39:50.858] [bbotk] 0.007590861 2 0.1567502
## INFO [12:39:50.858] [bbotk] 0.140777615 6 0.2317372
## INFO [12:39:50.858] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:50.858] [bbotk] 0.062634365 2 0.1423027
## INFO [12:39:50.858] [bbotk] 0.101401009 4 0.2465428
## INFO [12:39:50.858] [bbotk] 0.067277175 3 0.2140857
## INFO [12:39:50.858] [bbotk] 0.011796375 1 0.1525447
## INFO [12:39:50.858] [bbotk] 0.007289622 1 0.1540981
## INFO [12:39:50.858] [bbotk] 0.007414174 1 0.1560257
## INFO [12:39:50.858] [bbotk] 0.071410427 4 0.1813812
## INFO [12:39:50.858] [bbotk] 0.042070524 4 0.1609447
## INFO [12:39:50.858] [bbotk] 0.133595738 5 0.2383910
## INFO [12:39:50.858] [bbotk] 0.003634314 2 0.1490254
## INFO [12:39:51.046] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:51.185] [bbotk] Result of batch 133:
## INFO [12:39:51.190] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:51.190] [bbotk] 6 4 886.0000 0.7200000 129.1600 35.52939
## INFO [12:39:51.190] [bbotk] 1 8 889.7988 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 3 886.0000 0.7200000 129.1600 28.94624
## INFO [12:39:51.190] [bbotk] 1 8 939.6248 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 862.7179 0.7200000 129.1600 27.84972
## INFO [12:39:51.190] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 1011.2787 0.7314633 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 886.0000 0.7200000 118.6400 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 886.0000 0.6855123 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 6 959.8188 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 11 9 879.6754 0.7200000 652.0684 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 914.7636 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 1 1 885.6383 0.7430963 129.1600 32.29000
## INFO [12:39:51.190] [bbotk] 12 8 904.3641 0.7494107 457.6917 32.29000
## INFO [12:39:51.190] [bbotk] 1 1 906.0255 0.7200000 856.2391 32.29000
## INFO [12:39:51.190] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 28.61082 133 NA 2641 0.05
## INFO [12:39:51.190] [bbotk] 32.54108 33.05000 30.48000 133 NA 2642 0.05
## INFO [12:39:51.190] [bbotk] 32.19481 33.05000 30.48000 133 NA 2643 0.05
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 30.48000 133 NA 2644 0.00
## INFO [12:39:51.190] [bbotk] 35.55391 31.04335 30.48000 133 NA 2645 0.25
## INFO [12:39:51.190] [bbotk] 31.46698 33.05000 29.03133 133 NA 2646 0.00
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 31.78197 133 NA 2647 0.20
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 30.48000 133 NA 2648 0.10
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 30.48000 133 NA 2649 0.10
## INFO [12:39:51.190] [bbotk] 34.51768 32.46664 33.00367 133 NA 2650 0.25
## INFO [12:39:51.190] [bbotk] 30.00081 29.40452 29.03133 133 NA 2651 0.10
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 28.77264 133 NA 2652 0.00
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 30.48000 133 NA 2653 0.10
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 30.48000 133 NA 2654 0.05
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 30.30896 133 NA 2655 0.05
## INFO [12:39:51.190] [bbotk] 31.95041 33.05000 30.48000 133 NA 2656 0.05
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 25.84424 133 NA 2657 0.15
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 30.48000 133 NA 2658 0.20
## INFO [12:39:51.190] [bbotk] 32.81500 33.05000 26.48928 133 NA 2659 0.05
## INFO [12:39:51.190] [bbotk] 32.02033 39.87675 30.48000 133 NA 2660 0.00
## INFO [12:39:51.190] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:51.190] [bbotk] 0.140326952 4 0.19370810
## INFO [12:39:51.190] [bbotk] 0.002408300 2 0.15101983
## INFO [12:39:51.190] [bbotk] 0.002404880 1 0.15243384
## INFO [12:39:51.190] [bbotk] 0.072525519 2 0.16348508
## INFO [12:39:51.190] [bbotk] 0.035874868 3 0.16219803
## INFO [12:39:51.190] [bbotk] 0.022724543 3 0.14161650
## INFO [12:39:51.190] [bbotk] 0.032996916 3 0.17738181
## INFO [12:39:51.190] [bbotk] 0.000000000 0 0.15002896
## INFO [12:39:51.190] [bbotk] 0.046266678 2 0.18509390
## INFO [12:39:51.190] [bbotk] 0.021769834 4 0.16947903
## INFO [12:39:51.190] [bbotk] 0.035195281 4 0.13815298
## INFO [12:39:51.190] [bbotk] 0.016159456 2 0.14906072
## INFO [12:39:51.190] [bbotk] 0.084981856 2 0.17476985
## INFO [12:39:51.190] [bbotk] 0.004897744 1 0.15350927
## INFO [12:39:51.190] [bbotk] 0.153105325 5 0.24258946
## INFO [12:39:51.190] [bbotk] 0.013545180 2 0.15079587
## INFO [12:39:51.190] [bbotk] 0.023326946 1 0.17013546
## INFO [12:39:51.190] [bbotk] 0.062725614 3 0.09183954
## INFO [12:39:51.190] [bbotk] 0.110546601 5 0.24556919
## INFO [12:39:51.190] [bbotk] 0.135261054 5 0.16597627
## INFO [12:39:51.400] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:51.566] [bbotk] Result of batch 134:
## INFO [12:39:51.571] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:51.571] [bbotk] 1 4 907.1909 0.7007482 579.6688 32.29000 31.72867
## INFO [12:39:51.571] [bbotk] 1 1 988.2889 0.7200000 129.1600 32.29000 32.05341
## INFO [12:39:51.571] [bbotk] 1 8 886.0000 0.7092046 378.9035 32.29000 35.76621
## INFO [12:39:51.571] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.571] [bbotk] 1 8 886.0000 0.7200000 264.4887 23.54952 35.58950
## INFO [12:39:51.571] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.79605 34.04212
## INFO [12:39:51.571] [bbotk] 1 4 886.0000 0.7522182 129.1600 32.29000 32.81500
## INFO [12:39:51.571] [bbotk] 5 8 881.3316 0.7738282 129.1600 32.29000 32.81500
## INFO [12:39:51.571] [bbotk] 1 8 953.0180 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.571] [bbotk] 1 8 886.0000 0.7087975 129.1600 24.57328 21.77027
## INFO [12:39:51.571] [bbotk] 5 3 886.0000 0.7200000 129.1600 32.29000 29.48006
## INFO [12:39:51.571] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.571] [bbotk] 4 9 893.1112 0.7200000 129.1600 32.29000 31.53990
## INFO [12:39:51.571] [bbotk] 1 8 899.8214 0.7200000 489.6221 32.29000 35.70934
## INFO [12:39:51.571] [bbotk] 6 8 888.9989 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.571] [bbotk] 11 8 998.3642 0.7269292 129.1600 31.84950 32.81500
## INFO [12:39:51.571] [bbotk] 1 8 918.0871 0.7200000 129.1600 32.29000 34.57284
## INFO [12:39:51.571] [bbotk] 1 0 886.0000 0.7200000 824.1319 32.29000 31.34147
## INFO [12:39:51.571] [bbotk] 1 6 886.0000 0.7200000 129.1600 32.29000 32.79310
## INFO [12:39:51.571] [bbotk] 1 8 905.2414 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.571] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:51.571] [bbotk] 39.57682 30.48000 134 NA 2661 0.00 0.121902621
## INFO [12:39:51.571] [bbotk] 33.05000 28.48602 134 NA 2662 0.00 0.108057237
## INFO [12:39:51.571] [bbotk] 38.24509 30.48000 134 NA 2663 0.20 0.044847346
## INFO [12:39:51.571] [bbotk] 27.25239 30.48000 134 NA 2664 0.25 0.076886873
## INFO [12:39:51.571] [bbotk] 34.88233 28.67607 134 NA 2665 0.35 0.069734967
## INFO [12:39:51.571] [bbotk] 24.47092 30.48000 134 NA 2666 0.30 0.041707398
## INFO [12:39:51.571] [bbotk] 32.82765 30.20179 134 NA 2667 0.10 0.066180655
## INFO [12:39:51.571] [bbotk] 21.39296 27.93926 134 NA 2668 0.20 0.118377437
## INFO [12:39:51.571] [bbotk] 30.66727 31.73360 134 NA 2669 0.15 0.037480243
## INFO [12:39:51.571] [bbotk] 33.05000 31.50448 134 NA 2670 0.10 0.081434259
## INFO [12:39:51.571] [bbotk] 31.32835 30.48000 134 NA 2671 0.05 0.135942742
## INFO [12:39:51.571] [bbotk] 33.05000 29.03133 134 NA 2672 0.20 0.007289622
## INFO [12:39:51.571] [bbotk] 35.23980 29.25203 134 NA 2673 0.05 0.138113114
## INFO [12:39:51.571] [bbotk] 30.88911 28.87404 134 NA 2674 0.05 0.053239207
## INFO [12:39:51.571] [bbotk] 33.05000 32.29042 134 NA 2675 0.15 0.068996167
## INFO [12:39:51.571] [bbotk] 33.00617 30.48000 134 NA 2676 0.10 0.101714608
## INFO [12:39:51.571] [bbotk] 27.52833 28.79295 134 NA 2677 0.30 0.043879335
## INFO [12:39:51.571] [bbotk] 33.05000 30.48000 134 NA 2678 0.00 0.107540664
## INFO [12:39:51.571] [bbotk] 33.05000 28.78010 134 NA 2679 0.10 0.067462261
## INFO [12:39:51.571] [bbotk] 33.05000 30.49757 134 NA 2680 0.05 0.006906756
## INFO [12:39:51.571] [bbotk] no_changed dist_train
## INFO [12:39:51.571] [bbotk] 6 0.1536560
## INFO [12:39:51.571] [bbotk] 4 0.1358013
## INFO [12:39:51.571] [bbotk] 4 0.1820363
## INFO [12:39:51.571] [bbotk] 2 0.1680923
## INFO [12:39:51.571] [bbotk] 5 0.1978163
## INFO [12:39:51.571] [bbotk] 3 0.1723834
## INFO [12:39:51.571] [bbotk] 4 0.1458490
## INFO [12:39:51.571] [bbotk] 5 0.2527061
## INFO [12:39:51.571] [bbotk] 3 0.1625986
## INFO [12:39:51.571] [bbotk] 4 0.1992027
## INFO [12:39:51.571] [bbotk] 4 0.2271482
## INFO [12:39:51.571] [bbotk] 1 0.1540981
## INFO [12:39:51.571] [bbotk] 6 0.2244314
## INFO [12:39:51.571] [bbotk] 5 0.1781574
## INFO [12:39:51.571] [bbotk] 3 0.2176077
## INFO [12:39:51.571] [bbotk] 5 0.2366586
## INFO [12:39:51.571] [bbotk] 4 0.1554673
## INFO [12:39:51.571] [bbotk] 3 0.1987461
## INFO [12:39:51.571] [bbotk] 3 0.1554472
## INFO [12:39:51.571] [bbotk] 2 0.1555183
## INFO [12:39:51.757] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:51.885] [bbotk] Result of batch 135:
## INFO [12:39:51.890] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:51.890] [bbotk] 1 8 989.5522 0.7200000 265.4931 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 889.7988 0.6956622 129.1600 32.29000 27.19662
## INFO [12:39:51.890] [bbotk] 1 8 886.0000 0.7200000 456.0886 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.46698
## INFO [12:39:51.890] [bbotk] 1 8 902.3840 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 907.5086 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 9 860.7327 0.7200000 448.3420 32.78954 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 906.8737 0.7367540 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 2 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 922.9478 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 895.1048 0.7200000 129.1600 32.29000 32.73817
## INFO [12:39:51.890] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 2 899.5604 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000 36.07805
## INFO [12:39:51.890] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 886.0000 0.7200000 606.4656 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 907.1585 0.7200000 845.7142 32.29000 32.81500
## INFO [12:39:51.890] [bbotk] 1 8 890.2070 0.7200000 129.1600 32.29000 32.53148
## INFO [12:39:51.890] [bbotk] 5 8 886.0000 0.7541178 113.3533 32.29000 31.86228
## INFO [12:39:51.890] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:51.890] [bbotk] 29.27647 27.24405 135 NA 2681 0.15 0.073170763
## INFO [12:39:51.890] [bbotk] 31.11401 28.96861 135 NA 2682 0.15 0.040746028
## INFO [12:39:51.890] [bbotk] 31.20504 27.48479 135 NA 2683 0.20 0.041049620
## INFO [12:39:51.890] [bbotk] 31.04335 29.03133 135 NA 2684 0.00 0.018768776
## INFO [12:39:51.890] [bbotk] 33.05000 28.76763 135 NA 2685 0.00 0.014422398
## INFO [12:39:51.890] [bbotk] 33.05000 30.48000 135 NA 2686 0.10 0.007621753
## INFO [12:39:51.890] [bbotk] 31.44247 23.14332 135 NA 2687 0.25 0.131500821
## INFO [12:39:51.890] [bbotk] 33.05000 30.48000 135 NA 2688 0.10 0.010134354
## INFO [12:39:51.890] [bbotk] 39.68272 24.26986 135 NA 2689 0.25 0.110737913
## INFO [12:39:51.890] [bbotk] 33.05000 30.48000 135 NA 2690 0.10 0.013092761
## INFO [12:39:51.890] [bbotk] 33.05000 30.48000 135 NA 2691 0.10 0.003524285
## INFO [12:39:51.890] [bbotk] 33.05000 30.48000 135 NA 2692 0.10 0.000000000
## INFO [12:39:51.890] [bbotk] 33.05000 27.57539 135 NA 2693 0.10 0.078244628
## INFO [12:39:51.890] [bbotk] 33.05000 29.91799 135 NA 2694 0.20 0.016199082
## INFO [12:39:51.890] [bbotk] 36.95023 30.48000 135 NA 2695 0.10 0.012151774
## INFO [12:39:51.890] [bbotk] 33.05000 29.91799 135 NA 2696 0.05 0.032362646
## INFO [12:39:51.890] [bbotk] 33.05000 28.77264 135 NA 2697 0.00 0.016159456
## INFO [12:39:51.890] [bbotk] 33.05000 28.87404 135 NA 2698 0.00 0.059917619
## INFO [12:39:51.890] [bbotk] 33.05000 30.48000 135 NA 2699 0.05 0.002590179
## INFO [12:39:51.890] [bbotk] 33.82211 30.28234 135 NA 2700 0.15 0.072470963
## INFO [12:39:51.890] [bbotk] no_changed dist_train
## INFO [12:39:51.890] [bbotk] 4 0.1819856
## INFO [12:39:51.890] [bbotk] 5 0.1442114
## INFO [12:39:51.890] [bbotk] 3 0.1775906
## INFO [12:39:51.890] [bbotk] 3 0.1455723
## INFO [12:39:51.890] [bbotk] 2 0.1508483
## INFO [12:39:51.890] [bbotk] 1 0.1562333
## INFO [12:39:51.890] [bbotk] 6 0.2194858
## INFO [12:39:51.890] [bbotk] 2 0.1554779
## INFO [12:39:51.890] [bbotk] 3 0.2571937
## INFO [12:39:51.890] [bbotk] 1 0.1519200
## INFO [12:39:51.890] [bbotk] 2 0.1521358
## INFO [12:39:51.890] [bbotk] 0 0.1500290
## INFO [12:39:51.890] [bbotk] 3 0.1648122
## INFO [12:39:51.890] [bbotk] 3 0.1609697
## INFO [12:39:51.890] [bbotk] 1 0.1586076
## INFO [12:39:51.890] [bbotk] 2 0.1791712
## INFO [12:39:51.890] [bbotk] 2 0.1490607
## INFO [12:39:51.890] [bbotk] 3 0.1931010
## INFO [12:39:51.890] [bbotk] 2 0.1512017
## INFO [12:39:51.890] [bbotk] 6 0.2169786
## INFO [12:39:52.109] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:52.240] [bbotk] Result of batch 136:
## INFO [12:39:52.246] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:52.246] [bbotk] 7 7 886.0000 0.7283950 129.16000 30.37895
## INFO [12:39:52.246] [bbotk] 1 7 881.4060 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 980.8643 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 886.0000 0.7200000 129.16000 30.51794
## INFO [12:39:52.246] [bbotk] 1 8 886.0000 0.7399269 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 914.8064 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 1007.8196 0.7200000 129.16000 22.28252
## INFO [12:39:52.246] [bbotk] 10 8 914.7657 0.7194786 129.16000 33.93042
## INFO [12:39:52.246] [bbotk] 7 9 994.8441 0.7200000 196.02069 32.70710
## INFO [12:39:52.246] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 6 4 921.4238 0.7395046 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 904.8300 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 3 907.8635 0.7200000 81.12315 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 1 8 899.8214 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 10 3 886.0000 0.7150450 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] 7 8 907.3572 0.7200000 129.16000 32.29000
## INFO [12:39:52.246] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:52.246] [bbotk] 31.64003 32.62869 30.48000 136 NA 2701 0.00
## INFO [12:39:52.246] [bbotk] 23.81782 33.05000 21.65057 136 NA 2702 0.10
## INFO [12:39:52.246] [bbotk] 32.81500 33.05000 30.51014 136 NA 2703 0.10
## INFO [12:39:52.246] [bbotk] 30.08488 33.05000 24.47334 136 NA 2704 0.30
## INFO [12:39:52.246] [bbotk] 35.17159 33.05000 28.61082 136 NA 2705 0.35
## INFO [12:39:52.246] [bbotk] 32.81500 33.05000 30.48000 136 NA 2706 0.10
## INFO [12:39:52.246] [bbotk] 32.81500 31.04335 29.03133 136 NA 2707 0.10
## INFO [12:39:52.246] [bbotk] 32.81500 33.05000 29.03133 136 NA 2708 0.05
## INFO [12:39:52.246] [bbotk] 32.81500 33.05000 30.48000 136 NA 2709 0.10
## INFO [12:39:52.246] [bbotk] 32.81500 32.93097 29.00902 136 NA 2710 0.05
## INFO [12:39:52.246] [bbotk] 24.18217 33.05000 30.48000 136 NA 2711 0.10
## INFO [12:39:52.246] [bbotk] 26.01785 33.05000 30.48000 136 NA 2712 0.10
## INFO [12:39:52.246] [bbotk] 32.81500 33.05000 29.03133 136 NA 2713 0.20
## INFO [12:39:52.246] [bbotk] 32.81500 35.42936 24.67598 136 NA 2714 0.05
## INFO [12:39:52.246] [bbotk] 32.81500 32.97419 30.48000 136 NA 2715 0.05
## INFO [12:39:52.246] [bbotk] 32.81500 32.05788 30.48000 136 NA 2716 0.20
## INFO [12:39:52.246] [bbotk] 32.81500 23.30073 24.21034 136 NA 2717 0.30
## INFO [12:39:52.246] [bbotk] 32.81500 33.05000 28.87404 136 NA 2718 0.00
## INFO [12:39:52.246] [bbotk] 32.81500 33.05000 30.48000 136 NA 2719 0.00
## INFO [12:39:52.246] [bbotk] 32.81500 21.85530 30.48000 136 NA 2720 0.25
## INFO [12:39:52.246] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:52.246] [bbotk] 0.132718571 6 0.2209347
## INFO [12:39:52.246] [bbotk] 0.139768366 4 0.2272855
## INFO [12:39:52.246] [bbotk] 0.033767628 2 0.1725949
## INFO [12:39:52.246] [bbotk] 0.048073129 3 0.1604149
## INFO [12:39:52.246] [bbotk] 0.021799608 3 0.1647197
## INFO [12:39:52.246] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:52.246] [bbotk] 0.013541652 2 0.1507994
## INFO [12:39:52.246] [bbotk] 0.017497420 2 0.1468436
## INFO [12:39:52.246] [bbotk] 0.084176212 2 0.2030473
## INFO [12:39:52.246] [bbotk] 0.083596903 6 0.2118353
## INFO [12:39:52.246] [bbotk] 0.195538123 6 0.2853261
## INFO [12:39:52.246] [bbotk] 0.026356763 1 0.1677423
## INFO [12:39:52.246] [bbotk] 0.007289622 1 0.1540981
## INFO [12:39:52.246] [bbotk] 0.170005632 6 0.2020004
## INFO [12:39:52.246] [bbotk] 0.006908767 2 0.1555203
## INFO [12:39:52.246] [bbotk] 0.072634559 4 0.1624077
## INFO [12:39:52.246] [bbotk] 0.061923982 2 0.1962526
## INFO [12:39:52.246] [bbotk] 0.012978856 2 0.1513622
## INFO [12:39:52.246] [bbotk] 0.118456695 3 0.2096621
## INFO [12:39:52.246] [bbotk] 0.101270468 3 0.2367664
## INFO [12:39:52.465] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:52.594] [bbotk] Result of batch 137:
## INFO [12:39:52.599] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:52.599] [bbotk] 1 8 958.9860 0.7200000 129.1600 32.29000 31.76910
## INFO [12:39:52.599] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 1 8 886.0000 0.7200000 633.0359 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 1 9 911.9799 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.05754
## INFO [12:39:52.599] [bbotk] 8 8 886.0000 0.7430814 129.1600 32.29000 32.67382
## INFO [12:39:52.599] [bbotk] 8 8 886.0000 0.7200000 129.1600 32.29000 27.06837
## INFO [12:39:52.599] [bbotk] 12 8 921.8931 0.7200000 129.1600 32.29000 25.98287
## INFO [12:39:52.599] [bbotk] 1 4 894.3224 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 9 3 886.0000 0.6746953 674.8264 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 7 8 886.0000 0.7172494 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 3 8 906.6589 0.7461288 129.1600 32.29000 23.80784
## INFO [12:39:52.599] [bbotk] 1 8 874.7015 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 1 8 924.8438 0.7200000 129.1600 32.29000 31.53891
## INFO [12:39:52.599] [bbotk] 1 7 879.9460 0.7102615 690.1380 32.29000 32.82107
## INFO [12:39:52.599] [bbotk] 12 8 908.0996 0.8012092 129.1600 32.29000 32.81500
## INFO [12:39:52.599] [bbotk] 12 5 886.0000 0.7200000 129.1600 24.38469 25.85648
## INFO [12:39:52.599] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:52.599] [bbotk] 24.22726 30.48000 137 NA 2721 0.30 0.057407393
## INFO [12:39:52.599] [bbotk] 33.05000 29.74285 137 NA 2722 0.10 0.003709317
## INFO [12:39:52.599] [bbotk] 32.70031 30.48000 137 NA 2723 0.05 0.032268250
## INFO [12:39:52.599] [bbotk] 33.05000 28.67607 137 NA 2724 0.20 0.009077273
## INFO [12:39:52.599] [bbotk] 33.05000 30.48000 137 NA 2725 0.10 0.000000000
## INFO [12:39:52.599] [bbotk] 33.05000 30.48000 137 NA 2726 0.10 0.068029746
## INFO [12:39:52.599] [bbotk] 31.12518 30.48000 137 NA 2727 0.10 0.008934233
## INFO [12:39:52.599] [bbotk] 33.05000 29.08312 137 NA 2728 0.15 0.070171479
## INFO [12:39:52.599] [bbotk] 33.05000 30.48000 137 NA 2729 0.10 0.081106775
## INFO [12:39:52.599] [bbotk] 33.05000 30.12872 137 NA 2730 0.05 0.099802611
## INFO [12:39:52.599] [bbotk] 39.93304 29.76236 137 NA 2731 0.05 0.086828970
## INFO [12:39:52.599] [bbotk] 29.83132 29.85274 137 NA 2732 0.05 0.171999076
## INFO [12:39:52.599] [bbotk] 33.03756 30.48000 137 NA 2733 0.10 0.059311753
## INFO [12:39:52.599] [bbotk] 33.05000 21.71246 137 NA 2734 0.15 0.149457764
## INFO [12:39:52.599] [bbotk] 33.05000 30.48000 137 NA 2735 0.10 0.004003717
## INFO [12:39:52.599] [bbotk] 33.05000 30.48000 137 NA 2736 0.00 0.058823529
## INFO [12:39:52.599] [bbotk] 32.81295 29.14416 137 NA 2737 0.00 0.026173320
## INFO [12:39:52.599] [bbotk] 33.05000 33.05228 137 NA 2738 0.05 0.110239288
## INFO [12:39:52.599] [bbotk] 33.05000 30.48000 137 NA 2739 0.15 0.079924175
## INFO [12:39:52.599] [bbotk] 33.05000 25.05542 137 NA 2740 0.15 0.204319940
## INFO [12:39:52.599] [bbotk] no_changed dist_train
## INFO [12:39:52.599] [bbotk] 3 0.1744146
## INFO [12:39:52.599] [bbotk] 1 0.1505178
## INFO [12:39:52.599] [bbotk] 2 0.1822972
## INFO [12:39:52.599] [bbotk] 1 0.1558858
## INFO [12:39:52.599] [bbotk] 0 0.1500290
## INFO [12:39:52.599] [bbotk] 2 0.1578177
## INFO [12:39:52.599] [bbotk] 2 0.1554068
## INFO [12:39:52.599] [bbotk] 4 0.2137120
## INFO [12:39:52.599] [bbotk] 2 0.2224923
## INFO [12:39:52.599] [bbotk] 4 0.2122148
## INFO [12:39:52.599] [bbotk] 4 0.1325582
## INFO [12:39:52.599] [bbotk] 6 0.2599841
## INFO [12:39:52.599] [bbotk] 3 0.2093407
## INFO [12:39:52.599] [bbotk] 5 0.2598985
## INFO [12:39:52.599] [bbotk] 1 0.1540327
## INFO [12:39:52.599] [bbotk] 1 0.1500290
## INFO [12:39:52.599] [bbotk] 4 0.1401832
## INFO [12:39:52.599] [bbotk] 6 0.2013976
## INFO [12:39:52.599] [bbotk] 3 0.2252677
## INFO [12:39:52.599] [bbotk] 5 0.2653450
## INFO [12:39:52.880] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:53.013] [bbotk] Result of batch 138:
## INFO [12:39:53.018] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:53.018] [bbotk] 3 2 1000.0040 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 906.2297 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 914.7636 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 909.2499 0.7200000 129.1600 29.79605
## INFO [12:39:53.018] [bbotk] 3 2 925.9671 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 918.7217 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 999.9365 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 885.8903 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 886.0000 0.6892417 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 6 976.1379 0.7171295 965.3843 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 886.0000 0.7200000 662.3213 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 5 886.0000 0.7200000 604.6685 32.29000
## INFO [12:39:53.018] [bbotk] 10 8 887.5434 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 9 0 910.4119 0.6746925 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 7 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 3 994.6570 0.7146975 305.7563 32.29000
## INFO [12:39:53.018] [bbotk] 1 9 906.9228 0.7399269 129.1600 32.29000
## INFO [12:39:53.018] [bbotk] 1 8 886.0000 0.7200000 129.1600 34.90871
## INFO [12:39:53.018] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:53.018] [bbotk] 32.81500 31.74743 30.48000 138 NA 2741 0.15
## INFO [12:39:53.018] [bbotk] 32.81500 33.05000 30.48000 138 NA 2742 0.05
## INFO [12:39:53.018] [bbotk] 31.95041 33.05000 30.48000 138 NA 2743 0.05
## INFO [12:39:53.018] [bbotk] 27.00077 27.00489 27.20646 138 NA 2744 0.20
## INFO [12:39:53.018] [bbotk] 32.81500 32.84020 27.86276 138 NA 2745 0.05
## INFO [12:39:53.018] [bbotk] 30.92949 33.05000 29.25030 138 NA 2746 0.00
## INFO [12:39:53.018] [bbotk] 25.21504 33.05000 29.91799 138 NA 2747 0.05
## INFO [12:39:53.018] [bbotk] 32.19481 33.05000 29.91799 138 NA 2748 0.00
## INFO [12:39:53.018] [bbotk] 32.81500 21.97988 30.48000 138 NA 2749 0.20
## INFO [12:39:53.018] [bbotk] 31.48716 33.05000 24.51711 138 NA 2750 0.05
## INFO [12:39:53.018] [bbotk] 32.81500 35.36117 30.48000 138 NA 2751 0.05
## INFO [12:39:53.018] [bbotk] 32.81500 33.05000 28.75834 138 NA 2752 0.20
## INFO [12:39:53.018] [bbotk] 31.46698 33.05000 29.03133 138 NA 2753 0.00
## INFO [12:39:53.018] [bbotk] 34.30119 33.05000 30.48000 138 NA 2754 0.10
## INFO [12:39:53.018] [bbotk] 32.81500 33.05000 29.95490 138 NA 2755 0.10
## INFO [12:39:53.018] [bbotk] 32.81500 40.01932 26.84288 138 NA 2756 0.05
## INFO [12:39:53.018] [bbotk] 32.81500 33.05000 30.48000 138 NA 2757 0.00
## INFO [12:39:53.018] [bbotk] 21.71403 34.47796 30.48000 138 NA 2758 0.00
## INFO [12:39:53.018] [bbotk] 32.81500 33.05000 30.48000 138 NA 2759 0.10
## INFO [12:39:53.018] [bbotk] 30.88494 33.05000 23.17576 138 NA 2760 0.20
## INFO [12:39:53.018] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:53.018] [bbotk] 0.162103688 4 0.2518917
## INFO [12:39:53.018] [bbotk] 0.007168583 1 0.1557801
## INFO [12:39:53.018] [bbotk] 0.013545180 2 0.1507959
## INFO [12:39:53.018] [bbotk] 0.076310574 5 0.1512499
## INFO [12:39:53.018] [bbotk] 0.145633218 5 0.2322008
## INFO [12:39:53.018] [bbotk] 0.025094328 3 0.1392467
## INFO [12:39:53.018] [bbotk] 0.072672153 3 0.1828878
## INFO [12:39:53.018] [bbotk] 0.005271757 3 0.1520803
## INFO [12:39:53.018] [bbotk] 0.039516518 2 0.1800970
## INFO [12:39:53.018] [bbotk] 0.178131281 6 0.2522528
## INFO [12:39:53.018] [bbotk] 0.040191655 2 0.1891950
## INFO [12:39:53.018] [bbotk] 0.008663330 1 0.1554718
## INFO [12:39:53.018] [bbotk] 0.022724543 3 0.1416165
## INFO [12:39:53.018] [bbotk] 0.094009848 3 0.1845949
## INFO [12:39:53.018] [bbotk] 0.062012743 3 0.2077274
## INFO [12:39:53.018] [bbotk] 0.173716638 6 0.2551063
## INFO [12:39:53.018] [bbotk] 0.117647059 2 0.2088525
## INFO [12:39:53.018] [bbotk] 0.156615262 6 0.2446178
## INFO [12:39:53.018] [bbotk] 0.069493726 3 0.1560137
## INFO [12:39:53.018] [bbotk] 0.054969521 3 0.1880389
## INFO [12:39:53.226] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:53.375] [bbotk] Result of batch 139:
## INFO [12:39:53.380] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:53.380] [bbotk] 1 3 886.0000 0.7064223 129.1600 32.29000 32.81500
## INFO [12:39:53.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.380] [bbotk] 1 0 886.5474 0.6900218 129.1600 32.29000 29.76451
## INFO [12:39:53.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.380] [bbotk] 2 8 911.1457 0.7200000 604.7110 22.94316 32.81500
## INFO [12:39:53.380] [bbotk] 1 8 961.8710 0.7386480 369.3559 32.29000 36.48264
## INFO [12:39:53.380] [bbotk] 1 8 886.0000 0.7179215 129.1600 32.29000 31.42921
## INFO [12:39:53.380] [bbotk] 9 3 886.0000 0.7200000 129.1600 32.29000 32.68186
## INFO [12:39:53.380] [bbotk] 1 8 902.8119 0.7200000 129.1600 32.29000 31.10636
## INFO [12:39:53.380] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.380] [bbotk] 1 1 886.0000 0.7147523 799.2983 32.29000 32.81500
## INFO [12:39:53.380] [bbotk] 1 8 886.0000 0.7095850 129.1600 32.29000 32.81500
## INFO [12:39:53.380] [bbotk] 1 8 983.6098 0.7397568 129.1600 30.25305 32.81500
## INFO [12:39:53.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.52595
## INFO [12:39:53.380] [bbotk] 1 8 915.1405 0.7200000 129.1600 32.29000 30.96113
## INFO [12:39:53.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.02782
## INFO [12:39:53.380] [bbotk] 1 6 886.0000 0.7200000 278.6378 32.29000 32.68518
## INFO [12:39:53.380] [bbotk] 6 8 989.0472 0.7200000 572.1367 32.29000 25.80095
## INFO [12:39:53.380] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.380] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:53.380] [bbotk] 33.05000 30.48000 139 NA 2761 0.00 0.0610421096
## INFO [12:39:53.380] [bbotk] 33.05000 30.31116 139 NA 2762 0.10 0.0008495793
## INFO [12:39:53.380] [bbotk] 31.30563 30.48000 139 NA 2763 0.10 0.0811794053
## INFO [12:39:53.380] [bbotk] 33.05000 30.48000 139 NA 2764 0.10 0.0000000000
## INFO [12:39:53.380] [bbotk] 33.05000 30.48000 139 NA 2765 0.05 0.1354613833
## INFO [12:39:53.380] [bbotk] 34.79751 30.48000 139 NA 2766 0.30 0.0644617620
## INFO [12:39:53.380] [bbotk] 33.05000 26.10569 139 NA 2767 0.10 0.0277244919
## INFO [12:39:53.380] [bbotk] 33.05000 30.48000 139 NA 2768 0.00 0.1181633261
## INFO [12:39:53.380] [bbotk] 33.05000 28.59426 139 NA 2769 0.00 0.0220718478
## INFO [12:39:53.380] [bbotk] 33.05000 30.48000 139 NA 2770 0.05 0.0588235294
## INFO [12:39:53.380] [bbotk] 31.01601 30.48000 139 NA 2771 0.15 0.1074849001
## INFO [12:39:53.380] [bbotk] 33.05000 30.48000 139 NA 2772 0.10 0.0017018011
## INFO [12:39:53.380] [bbotk] 22.37555 30.48000 139 NA 2773 0.25 0.0794219276
## INFO [12:39:53.380] [bbotk] 33.05000 29.03133 139 NA 2774 0.20 0.0072896220
## INFO [12:39:53.380] [bbotk] 31.80440 30.48000 139 NA 2775 0.10 0.0088792946
## INFO [12:39:53.380] [bbotk] 33.44510 29.25041 139 NA 2776 0.00 0.0249329964
## INFO [12:39:53.380] [bbotk] 33.05000 30.48000 139 NA 2777 0.05 0.0030523705
## INFO [12:39:53.380] [bbotk] 33.05000 28.77729 139 NA 2778 0.05 0.0771442422
## INFO [12:39:53.380] [bbotk] 33.50405 29.14416 139 NA 2779 0.00 0.1580840224
## INFO [12:39:53.380] [bbotk] 33.05000 29.91799 139 NA 2780 0.10 0.0028280149
## INFO [12:39:53.380] [bbotk] no_changed dist_train
## INFO [12:39:53.380] [bbotk] 2 0.1522475
## INFO [12:39:53.380] [bbotk] 1 0.1491794
## INFO [12:39:53.380] [bbotk] 5 0.1719969
## INFO [12:39:53.380] [bbotk] 0 0.1500290
## INFO [12:39:53.380] [bbotk] 4 0.2620251
## INFO [12:39:53.380] [bbotk] 5 0.1854759
## INFO [12:39:53.380] [bbotk] 3 0.1643356
## INFO [12:39:53.380] [bbotk] 3 0.2093688
## INFO [12:39:53.380] [bbotk] 3 0.1449436
## INFO [12:39:53.380] [bbotk] 1 0.1384919
## INFO [12:39:53.380] [bbotk] 4 0.1398668
## INFO [12:39:53.380] [bbotk] 1 0.1517308
## INFO [12:39:53.380] [bbotk] 4 0.1878464
## INFO [12:39:53.380] [bbotk] 1 0.1540981
## INFO [12:39:53.380] [bbotk] 2 0.1554618
## INFO [12:39:53.380] [bbotk] 4 0.1418701
## INFO [12:39:53.380] [bbotk] 1 0.1530813
## INFO [12:39:53.380] [bbotk] 4 0.1651292
## INFO [12:39:53.380] [bbotk] 6 0.2605119
## INFO [12:39:53.380] [bbotk] 1 0.1496365
## INFO [12:39:53.581] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:53.711] [bbotk] Result of batch 140:
## INFO [12:39:53.716] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:53.716] [bbotk] 4 8 861.0753 0.7200000 764.2369 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 1 8 902.1008 0.7200000 129.1600 33.24414 32.52662
## INFO [12:39:53.716] [bbotk] 1 8 914.7636 0.7200000 129.1600 32.29000 31.95041
## INFO [12:39:53.716] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 1 8 921.4238 0.7200000 46.7589 24.09317 32.81500
## INFO [12:39:53.716] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 1 8 882.7413 0.7200000 129.1600 30.59614 33.91172
## INFO [12:39:53.716] [bbotk] 1 8 971.9096 0.7200000 129.1600 32.29000 25.99458
## INFO [12:39:53.716] [bbotk] 1 8 911.4698 0.6710793 244.8735 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 7 8 890.9038 0.6976857 129.1600 25.61918 32.81500
## INFO [12:39:53.716] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.59888
## INFO [12:39:53.716] [bbotk] 10 6 916.5613 0.7090176 129.1600 32.29000 33.23866
## INFO [12:39:53.716] [bbotk] 1 8 886.0000 0.7110728 858.1200 32.29000 31.46698
## INFO [12:39:53.716] [bbotk] 1 8 907.3572 0.7200000 447.6958 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 1 3 886.0000 0.7200000 955.6225 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 1 1 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 1 8 924.5593 0.7200000 462.9222 32.29000 35.40693
## INFO [12:39:53.716] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:53.716] [bbotk] 12 4 919.6757 0.7200000 823.3169 32.29000 25.61629
## INFO [12:39:53.716] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:53.716] [bbotk] 38.88265 28.71387 140 NA 2781 0.15 0.1340125882
## INFO [12:39:53.716] [bbotk] 33.05000 23.50987 140 NA 2782 0.05 0.0458069070
## INFO [12:39:53.716] [bbotk] 33.05000 28.87404 140 NA 2783 0.00 0.0216262909
## INFO [12:39:53.716] [bbotk] 33.05000 29.25030 140 NA 2784 0.15 0.0061878075
## INFO [12:39:53.716] [bbotk] 33.05000 22.19636 140 NA 2785 0.15 0.0929231816
## INFO [12:39:53.716] [bbotk] 33.05000 29.91799 140 NA 2786 0.10 0.0028280149
## INFO [12:39:53.716] [bbotk] 33.05000 29.26788 140 NA 2787 0.20 0.0184478476
## INFO [12:39:53.716] [bbotk] 33.43103 30.48000 140 NA 2788 0.10 0.0580769937
## INFO [12:39:53.716] [bbotk] 33.05000 28.94926 140 NA 2789 0.10 0.0318817708
## INFO [12:39:53.716] [bbotk] 33.05000 30.48000 140 NA 2790 0.10 0.0915428700
## INFO [12:39:53.716] [bbotk] 33.05000 28.99261 140 NA 2791 0.10 0.0122001409
## INFO [12:39:53.716] [bbotk] 35.13874 28.70466 140 NA 2792 0.00 0.1473552368
## INFO [12:39:53.716] [bbotk] 33.05000 30.36698 140 NA 2793 0.00 0.0523609956
## INFO [12:39:53.716] [bbotk] 32.26433 30.48000 140 NA 2794 0.10 0.0297263068
## INFO [12:39:53.716] [bbotk] 33.05000 30.48000 140 NA 2795 0.00 0.1099632241
## INFO [12:39:53.716] [bbotk] 33.05000 30.48000 140 NA 2796 0.10 0.0007181815
## INFO [12:39:53.716] [bbotk] 33.05000 28.87404 140 NA 2797 0.15 0.0669046407
## INFO [12:39:53.716] [bbotk] 33.05000 24.66344 140 NA 2798 0.25 0.0736354767
## INFO [12:39:53.716] [bbotk] 33.05000 30.48000 140 NA 2799 0.10 0.0000000000
## INFO [12:39:53.716] [bbotk] 21.70155 25.97260 140 NA 2800 0.00 0.2584860015
## INFO [12:39:53.716] [bbotk] no_changed dist_train
## INFO [12:39:53.716] [bbotk] 5 0.27692479
## INFO [12:39:53.716] [bbotk] 4 0.18019703
## INFO [12:39:53.716] [bbotk] 3 0.14271475
## INFO [12:39:53.716] [bbotk] 1 0.15299632
## INFO [12:39:53.716] [bbotk] 4 0.18730427
## INFO [12:39:53.716] [bbotk] 1 0.14963652
## INFO [12:39:53.716] [bbotk] 4 0.15670805
## INFO [12:39:53.716] [bbotk] 3 0.17394870
## INFO [12:39:53.716] [bbotk] 4 0.14677947
## INFO [12:39:53.716] [bbotk] 4 0.22516009
## INFO [12:39:53.716] [bbotk] 2 0.15214090
## INFO [12:39:53.716] [bbotk] 7 0.23305311
## INFO [12:39:53.716] [bbotk] 4 0.20125250
## INFO [12:39:53.716] [bbotk] 3 0.17403534
## INFO [12:39:53.716] [bbotk] 2 0.20116865
## INFO [12:39:53.716] [bbotk] 1 0.14932971
## INFO [12:39:53.716] [bbotk] 2 0.09606609
## INFO [12:39:53.716] [bbotk] 4 0.19615918
## INFO [12:39:53.716] [bbotk] 0 0.15002896
## INFO [12:39:53.716] [bbotk] 7 0.24593140
## INFO [12:39:53.962] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:54.089] [bbotk] Result of batch 141:
## INFO [12:39:54.095] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:54.095] [bbotk] 1 8 886.0000 0.7200000 942.7603 32.29000 32.81500
## INFO [12:39:54.095] [bbotk] 1 8 921.4238 0.7200000 361.9070 35.45708 32.87538
## INFO [12:39:54.095] [bbotk] 1 8 885.8903 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.095] [bbotk] 1 8 918.7217 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.095] [bbotk] 1 1 886.0000 0.7200000 129.1600 26.24487 32.81500
## INFO [12:39:54.095] [bbotk] 1 8 886.0000 0.7200000 129.1600 23.66064 32.81500
## INFO [12:39:54.095] [bbotk] 5 8 886.0000 0.7200000 129.1600 27.26127 32.81500
## INFO [12:39:54.095] [bbotk] 1 3 888.0569 0.7200000 129.1600 23.91606 32.81500
## INFO [12:39:54.095] [bbotk] 1 8 910.0598 0.7112860 129.1600 27.49873 22.99671
## INFO [12:39:54.095] [bbotk] 5 1 902.0156 0.7200000 271.7419 32.29000 31.06654
## INFO [12:39:54.095] [bbotk] 7 8 886.0000 0.7200000 129.1600 23.99049 32.81500
## INFO [12:39:54.095] [bbotk] 1 8 984.8986 0.7200000 129.1600 32.29000 25.08704
## INFO [12:39:54.095] [bbotk] 1 8 974.8463 0.7078234 129.1600 32.29000 31.53990
## INFO [12:39:54.095] [bbotk] 1 6 926.1036 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.095] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.095] [bbotk] 1 8 922.2298 0.7200000 129.1600 31.58191 32.81500
## INFO [12:39:54.095] [bbotk] 4 1 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.095] [bbotk] 5 8 886.0000 0.7600350 129.1600 32.29000 25.12641
## INFO [12:39:54.095] [bbotk] 2 8 886.0000 0.7200000 129.1600 32.29000 34.43835
## INFO [12:39:54.095] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.95041
## INFO [12:39:54.095] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:54.095] [bbotk] 28.72727 30.48000 141 NA 2801 0.20 0.063811938
## INFO [12:39:54.095] [bbotk] 33.05000 25.65214 141 NA 2802 0.05 0.064460268
## INFO [12:39:54.095] [bbotk] 33.05000 29.91799 141 NA 2803 0.10 0.002866877
## INFO [12:39:54.095] [bbotk] 33.05000 29.25030 141 NA 2804 0.05 0.017783040
## INFO [12:39:54.095] [bbotk] 25.11514 30.48000 141 NA 2805 0.25 0.108317393
## INFO [12:39:54.095] [bbotk] 33.05000 30.32955 141 NA 2806 0.10 0.036118190
## INFO [12:39:54.095] [bbotk] 30.24727 30.48000 141 NA 2807 0.10 0.088162436
## INFO [12:39:54.095] [bbotk] 33.05000 21.54633 141 NA 2808 0.20 0.138820678
## INFO [12:39:54.095] [bbotk] 38.57723 22.13196 141 NA 2809 0.15 0.126882674
## INFO [12:39:54.095] [bbotk] 33.05000 30.51373 141 NA 2810 0.05 0.139094552
## INFO [12:39:54.095] [bbotk] 35.94546 30.48000 141 NA 2811 0.10 0.101854287
## INFO [12:39:54.095] [bbotk] 32.58067 28.77264 141 NA 2812 0.00 0.075065277
## INFO [12:39:54.095] [bbotk] 24.35032 28.13854 141 NA 2813 0.15 0.077304741
## INFO [12:39:54.095] [bbotk] 33.05000 30.48000 141 NA 2814 0.10 0.073034589
## INFO [12:39:54.095] [bbotk] 33.05000 28.87404 141 NA 2815 0.20 0.008081111
## INFO [12:39:54.095] [bbotk] 24.27310 28.61082 141 NA 2816 0.25 0.052491313
## INFO [12:39:54.095] [bbotk] 33.05000 28.87404 141 NA 2817 0.15 0.125728170
## INFO [12:39:54.095] [bbotk] 33.05000 30.48000 141 NA 2818 0.15 0.095178647
## INFO [12:39:54.095] [bbotk] 21.37248 32.95888 141 NA 2819 0.30 0.113974962
## INFO [12:39:54.095] [bbotk] 33.05000 28.87404 141 NA 2820 0.10 0.011433657
## INFO [12:39:54.095] [bbotk] no_changed dist_train
## INFO [12:39:54.095] [bbotk] 2 0.2138409
## INFO [12:39:54.095] [bbotk] 5 0.1873923
## INFO [12:39:54.095] [bbotk] 2 0.1496754
## INFO [12:39:54.095] [bbotk] 2 0.1465580
## INFO [12:39:54.095] [bbotk] 3 0.1404534
## INFO [12:39:54.095] [bbotk] 2 0.1789890
## INFO [12:39:54.095] [bbotk] 3 0.2188385
## INFO [12:39:54.095] [bbotk] 4 0.2243680
## INFO [12:39:54.095] [bbotk] 6 0.2121092
## INFO [12:39:54.095] [bbotk] 6 0.1700590
## INFO [12:39:54.095] [bbotk] 3 0.2462392
## INFO [12:39:54.095] [bbotk] 4 0.1717089
## INFO [12:39:54.095] [bbotk] 5 0.1722516
## INFO [12:39:54.095] [bbotk] 2 0.1628226
## INFO [12:39:54.095] [bbotk] 1 0.1548896
## INFO [12:39:54.095] [bbotk] 4 0.1555029
## INFO [12:39:54.095] [bbotk] 3 0.1548896
## INFO [12:39:54.095] [bbotk] 3 0.2365642
## INFO [12:39:54.095] [bbotk] 4 0.2629861
## INFO [12:39:54.095] [bbotk] 2 0.1529074
## INFO [12:39:54.303] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:54.435] [bbotk] Result of batch 142:
## INFO [12:39:54.440] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:54.440] [bbotk] 1 8 886.0000 0.7260204 129.16000 25.03559
## INFO [12:39:54.440] [bbotk] 12 8 921.4238 0.6915747 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 9 1 886.0000 0.7200000 129.16000 27.13790
## INFO [12:39:54.440] [bbotk] 2 8 916.9584 0.7200000 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 1 6 906.8216 0.6997035 72.24624 32.29000
## INFO [12:39:54.440] [bbotk] 3 8 886.0000 0.6977564 699.55065 21.85461
## INFO [12:39:54.440] [bbotk] 1 8 886.0000 0.7664410 483.69167 22.81312
## INFO [12:39:54.440] [bbotk] 9 5 886.0000 0.7073811 129.16000 23.80610
## INFO [12:39:54.440] [bbotk] 1 8 906.9228 0.7200000 129.16000 29.79605
## INFO [12:39:54.440] [bbotk] 1 8 899.8214 0.7200000 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 1 3 886.0000 0.7663758 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 5 8 886.0000 0.7277312 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 1 4 1009.5739 0.7200000 606.25666 32.29000
## INFO [12:39:54.440] [bbotk] 1 8 886.0000 0.7303409 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 12 8 886.0000 0.6830577 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] 11 8 888.0267 0.7200000 129.16000 32.29000
## INFO [12:39:54.440] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:54.440] [bbotk] 31.95041 24.97841 30.48000 142 NA 2821 0.25
## INFO [12:39:54.440] [bbotk] 32.81500 33.05000 29.68381 142 NA 2822 0.00
## INFO [12:39:54.440] [bbotk] 32.81500 32.29874 30.48000 142 NA 2823 0.20
## INFO [12:39:54.440] [bbotk] 31.53990 33.05000 29.25203 142 NA 2824 0.00
## INFO [12:39:54.440] [bbotk] 32.81030 33.05000 28.48434 142 NA 2825 0.10
## INFO [12:39:54.440] [bbotk] 32.81500 26.34253 30.48000 142 NA 2826 0.25
## INFO [12:39:54.440] [bbotk] 32.81500 33.05000 30.48000 142 NA 2827 0.10
## INFO [12:39:54.440] [bbotk] 32.81500 35.70724 24.99104 142 NA 2828 0.20
## INFO [12:39:54.440] [bbotk] 24.18053 33.05000 28.61082 142 NA 2829 0.00
## INFO [12:39:54.440] [bbotk] 32.81500 32.38291 24.22764 142 NA 2830 0.10
## INFO [12:39:54.440] [bbotk] 32.81500 38.92959 31.24912 142 NA 2831 0.05
## INFO [12:39:54.440] [bbotk] 32.81500 33.05000 29.52263 142 NA 2832 0.10
## INFO [12:39:54.440] [bbotk] 32.81500 33.05000 30.48000 142 NA 2833 0.10
## INFO [12:39:54.440] [bbotk] 31.46698 33.05000 30.48000 142 NA 2834 0.00
## INFO [12:39:54.440] [bbotk] 23.28978 26.22171 30.48000 142 NA 2835 0.25
## INFO [12:39:54.440] [bbotk] 32.19481 33.05000 30.48000 142 NA 2836 0.05
## INFO [12:39:54.440] [bbotk] 31.46698 31.04335 29.03133 142 NA 2837 0.00
## INFO [12:39:54.440] [bbotk] 32.81500 33.05000 30.48000 142 NA 2838 0.10
## INFO [12:39:54.440] [bbotk] 32.94642 21.57095 30.48000 142 NA 2839 0.20
## INFO [12:39:54.440] [bbotk] 32.81500 30.37800 31.11818 142 NA 2840 0.15
## INFO [12:39:54.440] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:54.440] [bbotk] 0.05921148 4 0.1831824
## INFO [12:39:54.440] [bbotk] 0.08002732 4 0.2019608
## INFO [12:39:54.440] [bbotk] 0.14109986 4 0.1732359
## INFO [12:39:54.440] [bbotk] 0.08091739 4 0.2010707
## INFO [12:39:54.440] [bbotk] 0.08310023 6 0.1696529
## INFO [12:39:54.440] [bbotk] 0.16141267 5 0.2848195
## INFO [12:39:54.440] [bbotk] 0.06836015 3 0.2127450
## INFO [12:39:54.440] [bbotk] 0.19037330 6 0.2732546
## INFO [12:39:54.440] [bbotk] 0.06052062 4 0.1508181
## INFO [12:39:54.440] [bbotk] 0.03843777 3 0.1725230
## INFO [12:39:54.440] [bbotk] 0.08859022 4 0.1762784
## INFO [12:39:54.440] [bbotk] 0.06490425 3 0.2091862
## INFO [12:39:54.440] [bbotk] 0.00000000 0 0.1500290
## INFO [12:39:54.440] [bbotk] 0.13736183 4 0.1771717
## INFO [12:39:54.440] [bbotk] 0.05989947 3 0.1875761
## INFO [12:39:54.440] [bbotk] 0.00240488 1 0.1524338
## INFO [12:39:54.440] [bbotk] 0.01876878 3 0.1455723
## INFO [12:39:54.440] [bbotk] 0.00000000 0 0.1500290
## INFO [12:39:54.440] [bbotk] 0.10113421 4 0.2396937
## INFO [12:39:54.440] [bbotk] 0.07107804 4 0.2196896
## INFO [12:39:54.621] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:54.764] [bbotk] Result of batch 143:
## INFO [12:39:54.770] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:54.770] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.770] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.770] [bbotk] 1 8 918.0028 0.7522513 129.1600 32.29000 32.81500
## INFO [12:39:54.770] [bbotk] 1 8 886.8236 0.6934638 129.1600 21.68841 32.05198
## INFO [12:39:54.770] [bbotk] 1 1 907.9534 0.7146835 129.1600 32.29000 32.81500
## INFO [12:39:54.770] [bbotk] 1 8 997.3673 0.7200000 217.2303 32.30368 32.81500
## INFO [12:39:54.770] [bbotk] 1 4 951.0702 0.7049627 129.1600 32.29000 32.81500
## INFO [12:39:54.770] [bbotk] 1 8 913.6345 0.7200000 129.1600 35.10155 27.47232
## INFO [12:39:54.770] [bbotk] 1 8 882.6972 0.7200000 129.1600 34.42478 34.48521
## INFO [12:39:54.770] [bbotk] 1 9 888.0267 0.7200000 367.9429 32.29000 32.19481
## INFO [12:39:54.770] [bbotk] 1 8 918.9850 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.770] [bbotk] 1 8 857.1177 0.7127090 129.1600 32.29000 32.81500
## INFO [12:39:54.770] [bbotk] 8 7 886.0000 0.7200000 129.1600 22.05327 33.03824
## INFO [12:39:54.770] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.00819
## INFO [12:39:54.770] [bbotk] 1 8 902.3840 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:54.770] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.46698
## INFO [12:39:54.770] [bbotk] 1 8 886.0000 0.7200000 434.5593 33.09263 32.22370
## INFO [12:39:54.770] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 31.95041
## INFO [12:39:54.770] [bbotk] 1 8 914.3280 0.7200000 129.1600 32.29000 31.23076
## INFO [12:39:54.770] [bbotk] 10 8 989.8595 0.7200000 488.4611 32.29000 21.75485
## INFO [12:39:54.770] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:54.770] [bbotk] 33.05000 30.48000 143 NA 2841 0.10 0.00000000
## INFO [12:39:54.770] [bbotk] 33.05000 28.77264 143 NA 2842 0.00 0.01615946
## INFO [12:39:54.770] [bbotk] 32.36233 30.48000 143 NA 2843 0.20 0.01875286
## INFO [12:39:54.770] [bbotk] 33.05000 24.35250 143 NA 2844 0.25 0.08186274
## INFO [12:39:54.770] [bbotk] 33.05000 30.42112 143 NA 2845 0.15 0.06776788
## INFO [12:39:54.770] [bbotk] 21.46367 28.61130 143 NA 2846 0.20 0.09047181
## INFO [12:39:54.770] [bbotk] 27.10910 30.48000 143 NA 2847 0.30 0.10284857
## INFO [12:39:54.770] [bbotk] 33.05000 30.48000 143 NA 2848 0.10 0.04203054
## INFO [12:39:54.770] [bbotk] 33.42047 31.11042 143 NA 2849 0.20 0.02072114
## INFO [12:39:54.770] [bbotk] 36.37563 29.91799 143 NA 2850 0.00 0.08991148
## INFO [12:39:54.770] [bbotk] 33.87544 30.48000 143 NA 2851 0.10 0.01426029
## INFO [12:39:54.770] [bbotk] 33.48561 26.86844 143 NA 2852 0.30 0.03095645
## INFO [12:39:54.770] [bbotk] 36.26199 31.47684 143 NA 2853 0.10 0.17548399
## INFO [12:39:54.770] [bbotk] 33.46330 27.37884 143 NA 2854 0.20 0.02389868
## INFO [12:39:54.770] [bbotk] 33.05000 28.76763 143 NA 2855 0.00 0.01442240
## INFO [12:39:54.770] [bbotk] 33.05000 29.03133 143 NA 2856 0.10 0.01251675
## INFO [12:39:54.770] [bbotk] 33.05000 30.48000 143 NA 2857 0.10 0.02447928
## INFO [12:39:54.770] [bbotk] 33.05000 21.40854 143 NA 2858 0.15 0.10782322
## INFO [12:39:54.770] [bbotk] 31.34490 28.71131 143 NA 2859 0.00 0.03039384
## INFO [12:39:54.770] [bbotk] 30.10274 29.38370 143 NA 2860 0.00 0.17544602
## INFO [12:39:54.770] [bbotk] no_changed dist_train
## INFO [12:39:54.770] [bbotk] 0 0.15002896
## INFO [12:39:54.770] [bbotk] 2 0.14906072
## INFO [12:39:54.770] [bbotk] 3 0.15612784
## INFO [12:39:54.770] [bbotk] 5 0.19477105
## INFO [12:39:54.770] [bbotk] 4 0.09813982
## INFO [12:39:54.770] [bbotk] 5 0.19928664
## INFO [12:39:54.770] [bbotk] 4 0.14097823
## INFO [12:39:54.770] [bbotk] 3 0.16383099
## INFO [12:39:54.770] [bbotk] 5 0.15702613
## INFO [12:39:54.770] [bbotk] 6 0.17622977
## INFO [12:39:54.770] [bbotk] 2 0.15522432
## INFO [12:39:54.770] [bbotk] 4 0.17661127
## INFO [12:39:54.770] [bbotk] 6 0.26557388
## INFO [12:39:54.770] [bbotk] 3 0.15792395
## INFO [12:39:54.770] [bbotk] 2 0.15084827
## INFO [12:39:54.770] [bbotk] 2 0.15182430
## INFO [12:39:54.770] [bbotk] 3 0.17450824
## INFO [12:39:54.770] [bbotk] 3 0.19580820
## INFO [12:39:54.770] [bbotk] 4 0.13544365
## INFO [12:39:54.770] [bbotk] 6 0.26657581
## INFO [12:39:54.989] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:55.169] [bbotk] Result of batch 144:
## INFO [12:39:55.174] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:55.174] [bbotk] 1 8 983.0258 0.7200000 224.5060 32.29000 32.81500
## INFO [12:39:55.174] [bbotk] 10 1 906.9228 0.7186962 129.1600 32.29000 32.81500
## INFO [12:39:55.174] [bbotk] 6 3 972.3063 0.7200000 129.1600 23.42180 31.95041
## INFO [12:39:55.174] [bbotk] 6 8 886.0000 0.7424637 550.0601 32.29000 30.07599
## INFO [12:39:55.174] [bbotk] 1 8 886.0000 0.6967895 129.1600 32.07781 31.46698
## INFO [12:39:55.174] [bbotk] 1 8 925.6124 0.7200000 129.1600 32.29000 31.46698
## INFO [12:39:55.174] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.174] [bbotk] 1 9 988.6313 0.7200000 129.1600 32.29000 29.41167
## INFO [12:39:55.174] [bbotk] 1 6 886.0000 0.7200000 129.1600 35.12894 24.94225
## INFO [12:39:55.174] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.174] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29000 30.13218
## INFO [12:39:55.174] [bbotk] 1 8 900.1402 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.174] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.174] [bbotk] 4 8 886.0000 0.7200000 129.1600 32.29000 30.92949
## INFO [12:39:55.174] [bbotk] 1 8 886.0000 0.7148873 432.9325 34.28543 32.81500
## INFO [12:39:55.174] [bbotk] 1 4 921.4238 0.7200000 129.1600 32.29000 23.39162
## INFO [12:39:55.174] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.95041
## INFO [12:39:55.174] [bbotk] 11 8 886.0000 0.7200000 129.1600 24.13501 32.19481
## INFO [12:39:55.174] [bbotk] 1 0 914.6419 0.7200000 129.1600 32.29000 33.27843
## INFO [12:39:55.174] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 30.02513
## INFO [12:39:55.174] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:55.174] [bbotk] 33.05000 30.48000 144 NA 2861 0.10 0.040281725
## INFO [12:39:55.174] [bbotk] 33.05000 28.61082 144 NA 2862 0.00 0.134679871
## INFO [12:39:55.174] [bbotk] 33.05000 30.48000 144 NA 2863 0.00 0.187922847
## INFO [12:39:55.174] [bbotk] 33.05000 23.62879 144 NA 2864 0.25 0.133634256
## INFO [12:39:55.174] [bbotk] 30.24284 25.71719 144 NA 2865 0.05 0.042601579
## INFO [12:39:55.174] [bbotk] 31.12374 30.48000 144 NA 2866 0.10 0.025265673
## INFO [12:39:55.174] [bbotk] 33.05000 28.77264 144 NA 2867 0.20 0.008591331
## INFO [12:39:55.174] [bbotk] 31.04335 30.48000 144 NA 2868 0.10 0.114640698
## INFO [12:39:55.174] [bbotk] 33.05000 30.48000 144 NA 2869 0.05 0.100984434
## INFO [12:39:55.174] [bbotk] 31.04335 30.48000 144 NA 2870 0.10 0.006252030
## INFO [12:39:55.174] [bbotk] 33.05000 29.64351 144 NA 2871 0.00 0.073435692
## INFO [12:39:55.174] [bbotk] 33.05000 30.48000 144 NA 2872 0.05 0.005010704
## INFO [12:39:55.174] [bbotk] 31.30563 30.48000 144 NA 2873 0.15 0.005434855
## INFO [12:39:55.174] [bbotk] 37.37506 30.48000 144 NA 2874 0.05 0.079610208
## INFO [12:39:55.174] [bbotk] 22.91008 30.48000 144 NA 2875 0.25 0.059401487
## INFO [12:39:55.174] [bbotk] 33.05000 24.67598 144 NA 2876 0.00 0.137122111
## INFO [12:39:55.174] [bbotk] 35.98134 30.48000 144 NA 2877 0.05 0.012485572
## INFO [12:39:55.174] [bbotk] 36.41897 22.52637 144 NA 2878 0.25 0.145164544
## INFO [12:39:55.174] [bbotk] 33.32284 32.17374 144 NA 2879 0.15 0.080142947
## INFO [12:39:55.174] [bbotk] 30.75184 29.15679 144 NA 2880 0.00 0.024636688
## INFO [12:39:55.174] [bbotk] no_changed dist_train
## INFO [12:39:55.174] [bbotk] 2 0.1791090
## INFO [12:39:55.174] [bbotk] 5 0.1624239
## INFO [12:39:55.174] [bbotk] 5 0.2751001
## INFO [12:39:55.174] [bbotk] 5 0.2604301
## INFO [12:39:55.174] [bbotk] 5 0.1571518
## INFO [12:39:55.174] [bbotk] 3 0.1416355
## INFO [12:39:55.174] [bbotk] 1 0.1553998
## INFO [12:39:55.174] [bbotk] 4 0.1996825
## INFO [12:39:55.174] [bbotk] 3 0.1921899
## INFO [12:39:55.174] [bbotk] 1 0.1562810
## INFO [12:39:55.174] [bbotk] 3 0.1614207
## INFO [12:39:55.174] [bbotk] 1 0.1536222
## INFO [12:39:55.174] [bbotk] 1 0.1554638
## INFO [12:39:55.174] [bbotk] 3 0.2260660
## INFO [12:39:55.174] [bbotk] 4 0.2083628
## INFO [12:39:55.174] [bbotk] 4 0.1431368
## INFO [12:39:55.174] [bbotk] 2 0.1589414
## INFO [12:39:55.174] [bbotk] 5 0.2684361
## INFO [12:39:55.174] [bbotk] 5 0.1690613
## INFO [12:39:55.174] [bbotk] 3 0.1403160
## INFO [12:39:55.389] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:55.518] [bbotk] Result of batch 145:
## INFO [12:39:55.523] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.523] [bbotk] 1 7 886.0000 0.7200000 129.1600 32.29000 30.58445
## INFO [12:39:55.523] [bbotk] 1 8 902.3840 0.7229986 129.1600 32.29000 32.81500
## INFO [12:39:55.523] [bbotk] 1 1 886.0000 0.7200000 585.2440 33.06109 32.19481
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.95041
## INFO [12:39:55.523] [bbotk] 1 8 937.6134 0.7798507 128.2531 32.29000 32.84568
## INFO [12:39:55.523] [bbotk] 1 8 886.6693 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.523] [bbotk] 7 8 914.8064 0.7200000 969.1288 30.66284 32.81500
## INFO [12:39:55.523] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.523] [bbotk] 8 8 986.6108 0.7200000 418.9964 32.29000 26.23466
## INFO [12:39:55.523] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 496.6548 32.29000 33.83357
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 129.1600 21.99382 32.81500
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.523] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 129.1600 21.79132 31.46698
## INFO [12:39:55.523] [bbotk] 1 8 916.9584 0.7200000 129.1600 32.29000 31.53990
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.95041
## INFO [12:39:55.523] [bbotk] 1 8 886.0000 0.7200000 296.6543 33.24022 31.46698
## INFO [12:39:55.523] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:55.523] [bbotk] 33.05000 29.16330 145 NA 2881 0.15 0.006625587
## INFO [12:39:55.523] [bbotk] 33.05000 30.48000 145 NA 2882 0.00 0.067472750
## INFO [12:39:55.523] [bbotk] 25.29738 30.48000 145 NA 2883 0.30 0.030450269
## INFO [12:39:55.523] [bbotk] 33.05000 27.68454 145 NA 2884 0.00 0.106676273
## INFO [12:39:55.523] [bbotk] 33.05000 28.87404 145 NA 2885 0.10 0.011433657
## INFO [12:39:55.523] [bbotk] 33.05000 29.91799 145 NA 2886 0.10 0.031072282
## INFO [12:39:55.523] [bbotk] 33.05000 29.25030 145 NA 2887 0.15 0.006424982
## INFO [12:39:55.523] [bbotk] 31.04335 23.09086 145 NA 2888 0.10 0.171108312
## INFO [12:39:55.523] [bbotk] 33.05000 28.77264 145 NA 2889 0.00 0.016159456
## INFO [12:39:55.523] [bbotk] 33.05000 30.55699 145 NA 2890 0.10 0.138313748
## INFO [12:39:55.523] [bbotk] 33.05000 30.48000 145 NA 2891 0.05 0.058823529
## INFO [12:39:55.523] [bbotk] 31.30563 30.48000 145 NA 2892 0.10 0.032124280
## INFO [12:39:55.523] [bbotk] 24.29156 29.03133 145 NA 2893 0.25 0.076769276
## INFO [12:39:55.523] [bbotk] 33.05000 30.48000 145 NA 2894 0.10 0.000000000
## INFO [12:39:55.523] [bbotk] 33.05000 30.48000 145 NA 2895 0.10 0.000000000
## INFO [12:39:55.523] [bbotk] 33.05000 30.48000 145 NA 2896 0.05 0.007414174
## INFO [12:39:55.523] [bbotk] 33.05000 29.03133 145 NA 2897 0.10 0.055537954
## INFO [12:39:55.523] [bbotk] 31.20504 30.48000 145 NA 2898 0.10 0.021663012
## INFO [12:39:55.523] [bbotk] 33.05000 28.87404 145 NA 2899 0.10 0.011433657
## INFO [12:39:55.523] [bbotk] 33.05000 29.03133 145 NA 2900 0.10 0.026774710
## INFO [12:39:55.523] [bbotk] no_changed dist_train
## INFO [12:39:55.523] [bbotk] 1 0.1534341
## INFO [12:39:55.523] [bbotk] 2 0.1586782
## INFO [12:39:55.523] [bbotk] 3 0.1694708
## INFO [12:39:55.523] [bbotk] 5 0.1358377
## INFO [12:39:55.523] [bbotk] 2 0.1529074
## INFO [12:39:55.523] [bbotk] 5 0.1641312
## INFO [12:39:55.523] [bbotk] 2 0.1527591
## INFO [12:39:55.523] [bbotk] 6 0.2728908
## INFO [12:39:55.523] [bbotk] 2 0.1490607
## INFO [12:39:55.523] [bbotk] 5 0.2541855
## INFO [12:39:55.523] [bbotk] 1 0.1384919
## INFO [12:39:55.523] [bbotk] 3 0.1815328
## INFO [12:39:55.523] [bbotk] 3 0.1928661
## INFO [12:39:55.523] [bbotk] 0 0.1500290
## INFO [12:39:55.523] [bbotk] 0 0.1500290
## INFO [12:39:55.523] [bbotk] 1 0.1560257
## INFO [12:39:55.523] [bbotk] 3 0.1748894
## INFO [12:39:55.523] [bbotk] 3 0.1426780
## INFO [12:39:55.523] [bbotk] 2 0.1529074
## INFO [12:39:55.523] [bbotk] 4 0.1660823
## INFO [12:39:55.716] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:55.864] [bbotk] Result of batch 146:
## INFO [12:39:55.869] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:55.869] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 862.4836 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 916.8092 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 899.5482 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 886.6824 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 1 903.8047 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 3 8 886.0000 0.7200000 624.9864 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 914.8064 0.7055767 129.1600 28.98144
## INFO [12:39:55.869] [bbotk] 1 8 886.0000 0.7379216 129.1600 21.76013
## INFO [12:39:55.869] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.88121
## INFO [12:39:55.869] [bbotk] 10 8 860.2532 0.7200000 817.6472 32.29000
## INFO [12:39:55.869] [bbotk] 9 8 1000.7289 0.7434315 932.8836 32.29000
## INFO [12:39:55.869] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 886.0000 0.7153767 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] 10 8 904.3641 0.7200000 129.1600 24.14260
## INFO [12:39:55.869] [bbotk] 3 1 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:55.869] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:55.869] [bbotk] 32.81500 32.26475 30.48000 146 NA 2901 0.15
## INFO [12:39:55.869] [bbotk] 30.12102 30.90836 28.60628 146 NA 2902 0.05
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 28.88033 146 NA 2903 0.05
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 28.98649 146 NA 2904 0.00
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 29.03201 146 NA 2905 0.20
## INFO [12:39:55.869] [bbotk] 27.72281 33.05000 28.44324 146 NA 2906 0.00
## INFO [12:39:55.869] [bbotk] 32.81500 30.75184 30.48000 146 NA 2907 0.05
## INFO [12:39:55.869] [bbotk] 22.86610 33.05000 29.03133 146 NA 2908 0.00
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 28.00260 146 NA 2909 0.25
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 30.00877 146 NA 2910 0.10
## INFO [12:39:55.869] [bbotk] 32.81500 34.52226 27.96108 146 NA 2911 0.25
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 24.67598 146 NA 2912 0.20
## INFO [12:39:55.869] [bbotk] 35.63252 33.05000 29.91799 146 NA 2913 0.25
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 30.48000 146 NA 2914 0.00
## INFO [12:39:55.869] [bbotk] 34.81449 31.40117 30.43502 146 NA 2915 0.20
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 28.76763 146 NA 2916 0.20
## INFO [12:39:55.869] [bbotk] 27.60265 33.05000 30.48000 146 NA 2917 0.10
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 28.77264 146 NA 2918 0.00
## INFO [12:39:55.869] [bbotk] 32.81500 31.30563 30.48000 146 NA 2919 0.10
## INFO [12:39:55.869] [bbotk] 32.81500 33.05000 31.45652 146 NA 2920 0.25
## INFO [12:39:55.869] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:55.869] [bbotk] 0.002446562 1 0.1524755
## INFO [12:39:55.869] [bbotk] 0.034880537 4 0.1486804
## INFO [12:39:55.869] [bbotk] 0.018966942 2 0.1453741
## INFO [12:39:55.869] [bbotk] 0.012316193 2 0.1520249
## INFO [12:39:55.869] [bbotk] 0.007528031 2 0.1538529
## INFO [12:39:55.869] [bbotk] 0.095127230 4 0.1228712
## INFO [12:39:55.869] [bbotk] 0.096664458 3 0.2466934
## INFO [12:39:55.869] [bbotk] 0.071989972 5 0.1537110
## INFO [12:39:55.869] [bbotk] 0.058543552 3 0.1866249
## INFO [12:39:55.869] [bbotk] 0.002371227 1 0.1491797
## INFO [12:39:55.869] [bbotk] 0.019684757 3 0.1662440
## INFO [12:39:55.869] [bbotk] 0.139754783 4 0.2865633
## INFO [12:39:55.869] [bbotk] 0.166793326 6 0.2999645
## INFO [12:39:55.869] [bbotk] 0.058823529 1 0.1500290
## INFO [12:39:55.869] [bbotk] 0.013116752 3 0.1620727
## INFO [12:39:55.869] [bbotk] 0.008616573 1 0.1554251
## INFO [12:39:55.869] [bbotk] 0.020966972 2 0.1608416
## INFO [12:39:55.869] [bbotk] 0.016159456 2 0.1490607
## INFO [12:39:55.869] [bbotk] 0.104152034 4 0.2246523
## INFO [12:39:55.869] [bbotk] 0.122560874 3 0.1549428
## INFO [12:39:56.056] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:56.209] [bbotk] Result of batch 147:
## INFO [12:39:56.217] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:56.217] [bbotk] 1 7 905.8899 0.7200000 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 955.4249 0.7657360 504.15577 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 945.8889 0.7200000 129.16000 23.28510
## INFO [12:39:56.217] [bbotk] 3 8 886.0000 0.7337566 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 9 923.2281 0.7200000 107.43295 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 914.8064 0.7200000 311.87519 31.18388
## INFO [12:39:56.217] [bbotk] 1 8 914.8064 0.7200000 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 1004.3013 0.7635631 99.36524 32.29000
## INFO [12:39:56.217] [bbotk] 1 0 875.2964 0.6893263 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 1009.8115 0.7200000 129.16000 23.75547
## INFO [12:39:56.217] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 886.0000 0.7208742 129.16000 26.42480
## INFO [12:39:56.217] [bbotk] 4 8 886.0000 0.6983000 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 11 8 886.0000 0.7206820 129.16000 23.77259
## INFO [12:39:56.217] [bbotk] 1 8 886.0000 0.7364805 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 6 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 2 904.5723 0.7200000 389.43339 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 880.4995 0.7200000 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:56.217] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:56.217] [bbotk] 32.81500 27.69963 30.48000 147 NA 2921 0.25
## INFO [12:39:56.217] [bbotk] 32.19481 33.05000 29.42128 147 NA 2922 0.00
## INFO [12:39:56.217] [bbotk] 32.81500 33.05000 30.54382 147 NA 2923 0.10
## INFO [12:39:56.217] [bbotk] 22.13088 33.05000 30.48000 147 NA 2924 0.10
## INFO [12:39:56.217] [bbotk] 32.81500 33.05000 28.77264 147 NA 2925 0.10
## INFO [12:39:56.217] [bbotk] 32.81500 31.04335 29.03133 147 NA 2926 0.00
## INFO [12:39:56.217] [bbotk] 31.46698 33.05000 30.48000 147 NA 2927 0.05
## INFO [12:39:56.217] [bbotk] 24.07278 23.97302 31.90852 147 NA 2928 0.20
## INFO [12:39:56.217] [bbotk] 32.81500 33.05000 30.48000 147 NA 2929 0.05
## INFO [12:39:56.217] [bbotk] 32.81500 36.90579 22.08092 147 NA 2930 0.25
## INFO [12:39:56.217] [bbotk] 32.81500 33.05000 30.48000 147 NA 2931 0.10
## INFO [12:39:56.217] [bbotk] 34.67874 37.81461 29.25030 147 NA 2932 0.30
## INFO [12:39:56.217] [bbotk] 34.61636 28.36813 28.87404 147 NA 2933 0.25
## INFO [12:39:56.217] [bbotk] 32.81500 33.05000 30.48000 147 NA 2934 0.10
## INFO [12:39:56.217] [bbotk] 30.79792 22.20849 30.48000 147 NA 2935 0.20
## INFO [12:39:56.217] [bbotk] 32.81500 31.08679 28.04302 147 NA 2936 0.25
## INFO [12:39:56.217] [bbotk] 32.81500 31.08713 29.75466 147 NA 2937 0.10
## INFO [12:39:56.217] [bbotk] 24.27087 22.36070 30.48000 147 NA 2938 0.20
## INFO [12:39:56.217] [bbotk] 32.81500 33.05000 28.77264 147 NA 2939 0.20
## INFO [12:39:56.217] [bbotk] 31.46698 33.05000 29.03133 147 NA 2940 0.10
## INFO [12:39:56.217] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:56.217] [bbotk] 0.08254158 3 0.1723296
## INFO [12:39:56.217] [bbotk] 0.06301073 5 0.1863733
## INFO [12:39:56.217] [bbotk] 0.05844335 3 0.1773144
## INFO [12:39:56.217] [bbotk] 0.10250031 3 0.2438858
## INFO [12:39:56.217] [bbotk] 0.08195138 4 0.1685041
## INFO [12:39:56.217] [bbotk] 0.03958809 5 0.1473650
## INFO [12:39:56.217] [bbotk] 0.01543492 2 0.1489061
## INFO [12:39:56.217] [bbotk] 0.12025087 6 0.2187264
## INFO [12:39:56.217] [bbotk] 0.06762849 3 0.1588339
## INFO [12:39:56.217] [bbotk] 0.05427706 2 0.2007329
## INFO [12:39:56.217] [bbotk] 0.07884622 2 0.1977173
## INFO [12:39:56.217] [bbotk] 0.02825956 3 0.1689765
## INFO [12:39:56.217] [bbotk] 0.05383031 5 0.1683441
## INFO [12:39:56.217] [bbotk] 0.06236928 2 0.2123982
## INFO [12:39:56.217] [bbotk] 0.13543727 5 0.2504703
## INFO [12:39:56.217] [bbotk] 0.02107232 3 0.1568765
## INFO [12:39:56.217] [bbotk] 0.06858906 3 0.1565740
## INFO [12:39:56.217] [bbotk] 0.14794496 5 0.2255097
## INFO [12:39:56.217] [bbotk] 0.01054050 2 0.1573490
## INFO [12:39:56.217] [bbotk] 0.01251675 2 0.1518243
## INFO [12:39:56.448] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:56.577] [bbotk] Result of batch 148:
## INFO [12:39:56.582] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:56.582] [bbotk] 1 8 926.5897 0.6733032 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 902.3840 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 888.1407 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 905.5552 0.7200000 212.5029 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 886.0000 0.7391140 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 978.4697 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 6 8 900.6541 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 886.0000 0.6881779 129.1600 26.27535
## INFO [12:39:56.582] [bbotk] 1 1 906.8981 0.7340986 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 8 8 1015.9701 0.7304195 548.5276 32.29000
## INFO [12:39:56.582] [bbotk] 1 4 913.0540 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 8 3 886.0000 0.7197129 129.1600 24.75895
## INFO [12:39:56.582] [bbotk] 1 8 994.6677 0.7200000 129.1600 28.83352
## INFO [12:39:56.582] [bbotk] 1 8 877.7889 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 914.7628 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:56.582] [bbotk] 1 3 886.0000 0.7269173 440.6892 32.29000
## INFO [12:39:56.582] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:56.582] [bbotk] 32.81500 33.05000 30.48000 148 NA 2941 0.15
## INFO [12:39:56.582] [bbotk] 32.81500 33.05000 30.48000 148 NA 2942 0.05
## INFO [12:39:56.582] [bbotk] 31.27081 33.05000 30.48000 148 NA 2943 0.05
## INFO [12:39:56.582] [bbotk] 27.19036 35.50171 29.00154 148 NA 2944 0.00
## INFO [12:39:56.582] [bbotk] 32.81500 33.05000 30.23172 148 NA 2945 0.15
## INFO [12:39:56.582] [bbotk] 32.81500 34.84412 29.25030 148 NA 2946 0.05
## INFO [12:39:56.582] [bbotk] 32.81500 33.05000 22.50560 148 NA 2947 0.20
## INFO [12:39:56.582] [bbotk] 33.29410 33.05000 30.48000 148 NA 2948 0.05
## INFO [12:39:56.582] [bbotk] 32.04867 26.96640 30.48000 148 NA 2949 0.20
## INFO [12:39:56.582] [bbotk] 32.03465 22.91699 30.48000 148 NA 2950 0.15
## INFO [12:39:56.582] [bbotk] 32.81500 33.05000 30.48000 148 NA 2951 0.05
## INFO [12:39:56.582] [bbotk] 32.81500 27.17423 25.03699 148 NA 2952 0.20
## INFO [12:39:56.582] [bbotk] 34.67873 23.50500 30.48000 148 NA 2953 0.30
## INFO [12:39:56.582] [bbotk] 32.81500 36.71406 30.69465 148 NA 2954 0.15
## INFO [12:39:56.582] [bbotk] 31.53990 34.35806 25.04438 148 NA 2955 0.25
## INFO [12:39:56.582] [bbotk] 31.46698 31.04335 29.03133 148 NA 2956 0.00
## INFO [12:39:56.582] [bbotk] 32.81500 31.45629 28.87749 148 NA 2957 0.20
## INFO [12:39:56.582] [bbotk] 32.81500 33.05000 29.05443 148 NA 2958 0.05
## INFO [12:39:56.582] [bbotk] 32.81500 31.30563 30.48000 148 NA 2959 0.15
## INFO [12:39:56.582] [bbotk] 32.81500 33.05000 30.48000 148 NA 2960 0.00
## INFO [12:39:56.582] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:56.582] [bbotk] 0.022013495 2 0.1455803
## INFO [12:39:56.582] [bbotk] 0.005805826 1 0.1544174
## INFO [12:39:56.582] [bbotk] 0.006746370 2 0.1553579
## INFO [12:39:56.582] [bbotk] 0.048975055 5 0.1616224
## INFO [12:39:56.582] [bbotk] 0.004372551 2 0.1486348
## INFO [12:39:56.582] [bbotk] 0.044545116 3 0.1709967
## INFO [12:39:56.582] [bbotk] 0.040126808 1 0.1869353
## INFO [12:39:56.582] [bbotk] 0.065874084 3 0.2138652
## INFO [12:39:56.582] [bbotk] 0.051772283 4 0.1661059
## INFO [12:39:56.582] [bbotk] 0.103129472 5 0.1308260
## INFO [12:39:56.582] [bbotk] 0.132531620 4 0.2713588
## INFO [12:39:56.582] [bbotk] 0.114106172 4 0.1310369
## INFO [12:39:56.582] [bbotk] 0.185520249 6 0.2758594
## INFO [12:39:56.582] [bbotk] 0.065167265 4 0.1840383
## INFO [12:39:56.582] [bbotk] 0.039281276 4 0.1774301
## INFO [12:39:56.582] [bbotk] 0.018768776 3 0.1455723
## INFO [12:39:56.582] [bbotk] 0.071852730 3 0.1598377
## INFO [12:39:56.582] [bbotk] 0.017365746 2 0.1469753
## INFO [12:39:56.582] [bbotk] 0.005434855 1 0.1554638
## INFO [12:39:56.582] [bbotk] 0.079230557 3 0.1681754
## INFO [12:39:56.792] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:56.918] [bbotk] Result of batch 149:
## INFO [12:39:56.923] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:56.923] [bbotk] 1 3 877.2603 0.7406419 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.90957 32.81500
## INFO [12:39:56.923] [bbotk] 1 8 907.6416 0.7200000 129.1600 32.29000 32.27083
## INFO [12:39:56.923] [bbotk] 1 9 886.0000 0.7054469 129.1600 32.29000 32.79788
## INFO [12:39:56.923] [bbotk] 1 8 867.7562 0.7200000 129.1600 32.29000 31.54335
## INFO [12:39:56.923] [bbotk] 1 8 886.0000 0.7418382 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] 9 8 889.9144 0.7200000 129.1600 26.96062 32.81500
## INFO [12:39:56.923] [bbotk] 1 3 886.0000 0.7438728 104.3169 32.29000 34.53930
## INFO [12:39:56.923] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000 31.46698
## INFO [12:39:56.923] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] 1 8 956.1617 0.7769178 129.1600 32.29000 29.43679
## INFO [12:39:56.923] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 26.80853
## INFO [12:39:56.923] [bbotk] 1 8 886.0000 0.7228466 129.1600 34.79610 32.81500
## INFO [12:39:56.923] [bbotk] 1 8 908.5778 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] 1 8 886.0000 0.7200000 129.1600 33.61842 32.81500
## INFO [12:39:56.923] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] 1 8 899.5482 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] 1 8 886.0000 0.7154128 129.1600 32.29000 32.81500
## INFO [12:39:56.923] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:56.923] [bbotk] 33.05000 28.95640 149 NA 2961 0.15 0.0729600687
## INFO [12:39:56.923] [bbotk] 33.05000 32.43692 149 NA 2962 0.20 0.0123859887
## INFO [12:39:56.923] [bbotk] 33.05000 30.48000 149 NA 2963 0.05 0.0097789848
## INFO [12:39:56.923] [bbotk] 33.05000 30.48000 149 NA 2964 0.10 0.0612678613
## INFO [12:39:56.923] [bbotk] 33.05000 29.20914 149 NA 2965 0.10 0.0177907262
## INFO [12:39:56.923] [bbotk] 33.05000 28.99316 149 NA 2966 0.25 0.0110500328
## INFO [12:39:56.923] [bbotk] 33.05000 29.03133 149 NA 2967 0.20 0.0893388611
## INFO [12:39:56.923] [bbotk] 33.05000 30.48000 149 NA 2968 0.25 0.0709477365
## INFO [12:39:56.923] [bbotk] 33.05000 29.03133 149 NA 2969 0.00 0.0227245432
## INFO [12:39:56.923] [bbotk] 33.05000 30.48000 149 NA 2970 0.10 0.0000000000
## INFO [12:39:56.923] [bbotk] 33.05000 23.09058 149 NA 2971 0.15 0.0844453677
## INFO [12:39:56.923] [bbotk] 33.05000 28.02716 149 NA 2972 0.20 0.0123425593
## INFO [12:39:56.923] [bbotk] 33.05000 29.62452 149 NA 2973 0.10 0.0043047400
## INFO [12:39:56.923] [bbotk] 33.05000 30.48000 149 NA 2974 0.05 0.0821143640
## INFO [12:39:56.923] [bbotk] 28.58551 30.48000 149 NA 2975 0.25 0.0246443583
## INFO [12:39:56.923] [bbotk] 32.40193 28.75591 149 NA 2976 0.05 0.0186953469
## INFO [12:39:56.923] [bbotk] 33.05000 30.48000 149 NA 2977 0.15 0.0054435687
## INFO [12:39:56.923] [bbotk] 33.05000 28.76763 149 NA 2978 0.20 0.0674401022
## INFO [12:39:56.923] [bbotk] 33.05000 28.98649 149 NA 2979 0.00 0.0123161931
## INFO [12:39:56.923] [bbotk] 33.05000 30.48000 149 NA 2980 0.10 0.0007495475
## INFO [12:39:56.923] [bbotk] no_changed dist_train
## INFO [12:39:56.923] [bbotk] 4 0.1576771
## INFO [12:39:56.923] [bbotk] 2 0.1620582
## INFO [12:39:56.923] [bbotk] 2 0.1545621
## INFO [12:39:56.923] [bbotk] 3 0.1524733
## INFO [12:39:56.923] [bbotk] 3 0.1594800
## INFO [12:39:56.923] [bbotk] 2 0.1545906
## INFO [12:39:56.923] [bbotk] 4 0.2163703
## INFO [12:39:56.923] [bbotk] 4 0.1582499
## INFO [12:39:56.923] [bbotk] 3 0.1416165
## INFO [12:39:56.923] [bbotk] 0 0.1500290
## INFO [12:39:56.923] [bbotk] 4 0.1840135
## INFO [12:39:56.923] [bbotk] 1 0.1591511
## INFO [12:39:56.923] [bbotk] 1 0.1511132
## INFO [12:39:56.923] [bbotk] 2 0.1435157
## INFO [12:39:56.923] [bbotk] 3 0.1737431
## INFO [12:39:56.923] [bbotk] 3 0.1466933
## INFO [12:39:56.923] [bbotk] 1 0.1554725
## INFO [12:39:56.923] [bbotk] 2 0.2142486
## INFO [12:39:56.923] [bbotk] 2 0.1520249
## INFO [12:39:56.923] [bbotk] 1 0.1507785
## INFO [12:39:57.117] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:57.253] [bbotk] Result of batch 150:
## INFO [12:39:57.258] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:57.258] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.34175
## INFO [12:39:57.258] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.258] [bbotk] 1 8 919.2601 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.258] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.258] [bbotk] 4 8 912.8001 0.7396369 129.1600 27.48112 32.17517
## INFO [12:39:57.258] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.36188
## INFO [12:39:57.258] [bbotk] 3 8 886.0000 0.7200000 129.1600 32.29000 31.95041
## INFO [12:39:57.258] [bbotk] 1 3 899.8214 0.7117319 119.2312 27.34198 29.84211
## INFO [12:39:57.258] [bbotk] 1 8 892.1441 0.7200000 129.1600 32.29000 32.34802
## INFO [12:39:57.258] [bbotk] 1 8 898.4564 0.6947214 129.1600 34.04595 32.74881
## INFO [12:39:57.258] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 30.47807
## INFO [12:39:57.258] [bbotk] 1 3 911.0613 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.258] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.02090 25.31743
## INFO [12:39:57.258] [bbotk] 1 8 899.5482 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.258] [bbotk] 1 8 888.7378 0.7673329 129.1600 32.29000 33.04007
## INFO [12:39:57.258] [bbotk] 1 8 914.9928 0.7200000 129.1600 32.29000 32.81199
## INFO [12:39:57.258] [bbotk] 1 8 879.6817 0.7200000 129.1600 33.19609 27.17424
## INFO [12:39:57.258] [bbotk] 1 8 902.3840 0.7060374 129.1600 31.46025 32.81500
## INFO [12:39:57.258] [bbotk] 1 8 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.258] [bbotk] 1 8 886.0000 0.7200000 576.6038 32.29000 30.92949
## INFO [12:39:57.258] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:57.258] [bbotk] 33.05000 24.02075 150 NA 2981 0.25 0.034337753
## INFO [12:39:57.258] [bbotk] 33.05000 30.48000 150 NA 2982 0.10 0.000000000
## INFO [12:39:57.258] [bbotk] 33.05000 30.48000 150 NA 2983 0.10 0.011786014
## INFO [12:39:57.258] [bbotk] 33.05000 28.77264 150 NA 2984 0.00 0.016159456
## INFO [12:39:57.258] [bbotk] 33.05000 28.99942 150 NA 2985 0.00 0.101165926
## INFO [12:39:57.258] [bbotk] 33.05000 30.48000 150 NA 2986 0.05 0.005634632
## INFO [12:39:57.258] [bbotk] 33.05000 30.48000 150 NA 2987 0.05 0.062176075
## INFO [12:39:57.258] [bbotk] 33.50102 30.48000 150 NA 2988 0.00 0.098895477
## INFO [12:39:57.258] [bbotk] 32.64901 29.75031 150 NA 2989 0.00 0.008909063
## INFO [12:39:57.258] [bbotk] 31.43260 29.90821 150 NA 2990 0.00 0.023913124
## INFO [12:39:57.258] [bbotk] 33.05000 23.87387 150 NA 2991 0.20 0.042303468
## INFO [12:39:57.258] [bbotk] 33.05000 30.66064 150 NA 2992 0.10 0.068613187
## INFO [12:39:57.258] [bbotk] 33.05000 30.48000 150 NA 2993 0.10 0.040383240
## INFO [12:39:57.258] [bbotk] 33.05000 30.48000 150 NA 2994 0.05 0.004800914
## INFO [12:39:57.258] [bbotk] 36.36768 25.38459 150 NA 2995 0.20 0.045553687
## INFO [12:39:57.258] [bbotk] 34.09264 28.99552 150 NA 2996 0.05 0.021003860
## INFO [12:39:57.258] [bbotk] 24.70424 28.98649 150 NA 2997 0.20 0.061342373
## INFO [12:39:57.258] [bbotk] 33.05000 30.48000 150 NA 2998 0.05 0.011487440
## INFO [12:39:57.258] [bbotk] 33.05000 28.61082 150 NA 2999 0.00 0.016819776
## INFO [12:39:57.258] [bbotk] 33.05000 29.35330 150 NA 3000 0.00 0.040667654
## INFO [12:39:57.258] [bbotk] no_changed dist_train
## INFO [12:39:57.258] [bbotk] 2 0.1787051
## INFO [12:39:57.258] [bbotk] 0 0.1500290
## INFO [12:39:57.258] [bbotk] 1 0.1525550
## INFO [12:39:57.258] [bbotk] 2 0.1490607
## INFO [12:39:57.258] [bbotk] 6 0.2066947
## INFO [12:39:57.258] [bbotk] 1 0.1556636
## INFO [12:39:57.258] [bbotk] 2 0.2122050
## INFO [12:39:57.258] [bbotk] 7 0.1818266
## INFO [12:39:57.258] [bbotk] 4 0.1543001
## INFO [12:39:57.258] [bbotk] 6 0.1548188
## INFO [12:39:57.258] [bbotk] 2 0.1722176
## INFO [12:39:57.258] [bbotk] 3 0.1584012
## INFO [12:39:57.258] [bbotk] 3 0.1591478
## INFO [12:39:57.258] [bbotk] 1 0.1534124
## INFO [12:39:57.258] [bbotk] 5 0.1868071
## INFO [12:39:57.258] [bbotk] 4 0.1498342
## INFO [12:39:57.258] [bbotk] 5 0.1739885
## INFO [12:39:57.258] [bbotk] 3 0.1528536
## INFO [12:39:57.258] [bbotk] 2 0.1500289
## INFO [12:39:57.258] [bbotk] 3 0.1790471
## INFO [12:39:57.467] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:57.614] [bbotk] Result of batch 151:
## INFO [12:39:57.619] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:57.619] [bbotk] 1 7 886.0000 0.7200000 129.16000 32.29000 28.70379
## INFO [12:39:57.619] [bbotk] 1 8 873.5273 0.7200000 129.16000 24.68116 32.81500
## INFO [12:39:57.619] [bbotk] 1 8 891.4135 0.7200000 66.66033 35.02516 32.81500
## INFO [12:39:57.619] [bbotk] 1 8 907.3572 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:57.619] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 31.64178
## INFO [12:39:57.619] [bbotk] 11 8 886.0000 0.7375183 253.93324 32.29000 34.30266
## INFO [12:39:57.619] [bbotk] 7 8 921.4784 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:57.619] [bbotk] 1 8 886.0000 0.7200000 129.16000 29.65268 32.96826
## INFO [12:39:57.619] [bbotk] 1 8 886.0000 0.7084490 218.96617 32.29000 32.81500
## INFO [12:39:57.619] [bbotk] 1 8 914.8064 0.7200000 129.16000 32.29000 31.46698
## INFO [12:39:57.619] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.64336
## INFO [12:39:57.619] [bbotk] 1 8 911.9359 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:57.619] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.03686
## INFO [12:39:57.619] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000 32.68135
## INFO [12:39:57.619] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 31.46698
## INFO [12:39:57.619] [bbotk] 1 2 907.3572 0.7208112 129.16000 28.23083 27.28924
## INFO [12:39:57.619] [bbotk] 11 8 886.0000 0.7205383 129.16000 32.29000 32.81500
## INFO [12:39:57.619] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:57.619] [bbotk] 1 3 886.0000 0.7033938 129.16000 32.29000 35.56565
## INFO [12:39:57.619] [bbotk] 1 8 991.2593 0.7078076 129.16000 32.29000 32.81500
## INFO [12:39:57.619] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:57.619] [bbotk] 33.05000 30.48000 151 NA 3001 0.05 0.074765257
## INFO [12:39:57.619] [bbotk] 30.32360 30.48000 151 NA 3002 0.10 0.044093641
## INFO [12:39:57.619] [bbotk] 33.05000 30.48000 151 NA 3003 0.20 0.016993722
## INFO [12:39:57.619] [bbotk] 33.05000 28.77264 151 NA 3004 0.00 0.016159456
## INFO [12:39:57.619] [bbotk] 33.05000 30.48000 151 NA 3005 0.05 0.004549318
## INFO [12:39:57.619] [bbotk] 35.39743 30.48000 151 NA 3006 0.25 0.082489056
## INFO [12:39:57.619] [bbotk] 29.67825 31.50420 151 NA 3007 0.30 0.087054547
## INFO [12:39:57.619] [bbotk] 33.05000 29.70585 151 NA 3008 0.10 0.015296907
## INFO [12:39:57.619] [bbotk] 37.71716 26.45408 151 NA 3009 0.20 0.042243899
## INFO [12:39:57.619] [bbotk] 33.05000 29.03133 151 NA 3010 0.00 0.022724543
## INFO [12:39:57.619] [bbotk] 33.05000 28.36207 151 NA 3011 0.15 0.011322890
## INFO [12:39:57.619] [bbotk] 33.05000 30.48000 151 NA 3012 0.10 0.009190594
## INFO [12:39:57.619] [bbotk] 33.05000 28.07818 151 NA 3013 0.10 0.015103182
## INFO [12:39:57.619] [bbotk] 33.05000 30.47548 151 NA 3014 0.00 0.059364493
## INFO [12:39:57.619] [bbotk] 33.05000 29.03133 151 NA 3015 0.10 0.012516746
## INFO [12:39:57.619] [bbotk] 33.05000 30.48000 151 NA 3016 0.05 0.104584560
## INFO [12:39:57.619] [bbotk] 33.05000 29.86738 151 NA 3017 0.10 0.061994158
## INFO [12:39:57.619] [bbotk] 30.55741 28.86021 151 NA 3018 0.10 0.015916729
## INFO [12:39:57.619] [bbotk] 33.05000 26.40229 151 NA 3019 0.20 0.092721783
## INFO [12:39:57.619] [bbotk] 35.11845 28.87404 151 NA 3020 0.05 0.053817433
## INFO [12:39:57.619] [bbotk] no_changed dist_train
## INFO [12:39:57.619] [bbotk] 2 0.1659707
## INFO [12:39:57.619] [bbotk] 3 0.1747697
## INFO [12:39:57.619] [bbotk] 3 0.1623523
## INFO [12:39:57.619] [bbotk] 2 0.1490607
## INFO [12:39:57.619] [bbotk] 1 0.1545783
## INFO [12:39:57.619] [bbotk] 5 0.2255275
## INFO [12:39:57.619] [bbotk] 4 0.2125426
## INFO [12:39:57.619] [bbotk] 3 0.1518908
## INFO [12:39:57.619] [bbotk] 4 0.1849248
## INFO [12:39:57.619] [bbotk] 3 0.1416165
## INFO [12:39:57.619] [bbotk] 2 0.1580293
## INFO [12:39:57.619] [bbotk] 1 0.1551505
## INFO [12:39:57.619] [bbotk] 2 0.1571060
## INFO [12:39:57.619] [bbotk] 3 0.1505245
## INFO [12:39:57.619] [bbotk] 2 0.1518243
## INFO [12:39:57.619] [bbotk] 5 0.1801314
## INFO [12:39:57.619] [bbotk] 3 0.2086268
## INFO [12:39:57.619] [bbotk] 2 0.1502475
## INFO [12:39:57.619] [bbotk] 4 0.1800863
## INFO [12:39:57.619] [bbotk] 4 0.1724980
## INFO [12:39:57.780] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:57.906] [bbotk] Result of batch 152:
## INFO [12:39:57.912] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:57.912] [bbotk] 4 8 888.0267 0.7200000 129.1600 32.29000 34.95850
## INFO [12:39:57.912] [bbotk] 1 8 899.5482 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.912] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.912] [bbotk] 1 8 914.8064 0.7156771 677.7174 32.29000 27.29259
## INFO [12:39:57.912] [bbotk] 1 8 897.6958 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.912] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000 31.46698
## INFO [12:39:57.912] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.912] [bbotk] 1 1 906.9228 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.912] [bbotk] 1 8 917.2913 0.7200000 129.1600 32.29000 31.91801
## INFO [12:39:57.912] [bbotk] 1 8 886.0000 0.7207133 946.1713 32.29000 22.03349
## INFO [12:39:57.912] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000 31.46698
## INFO [12:39:57.912] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.912] [bbotk] 1 8 886.0000 0.7200000 656.7870 32.29000 30.92949
## INFO [12:39:57.912] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.912] [bbotk] 1 1 886.0000 0.7200000 129.1600 31.66946 32.81500
## INFO [12:39:57.912] [bbotk] 1 8 902.3840 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:57.912] [bbotk] 7 8 886.0000 0.7200000 129.1600 34.43054 32.81500
## INFO [12:39:57.912] [bbotk] 1 8 899.8214 0.7056453 129.1600 29.63060 32.81500
## INFO [12:39:57.912] [bbotk] 1 8 921.4238 0.7455695 129.1600 32.29000 34.05538
## INFO [12:39:57.912] [bbotk] 1 8 886.0000 0.7286540 129.1600 22.35202 32.81500
## INFO [12:39:57.912] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:57.912] [bbotk] 31.21382 30.48000 152 NA 3021 0.20 0.073574311
## INFO [12:39:57.912] [bbotk] 33.05000 30.48000 152 NA 3022 0.05 0.004800914
## INFO [12:39:57.912] [bbotk] 33.05000 30.48000 152 NA 3023 0.20 0.058823529
## INFO [12:39:57.912] [bbotk] 33.05000 30.48000 152 NA 3024 0.05 0.066271507
## INFO [12:39:57.912] [bbotk] 39.42233 23.31227 152 NA 3025 0.05 0.060066188
## INFO [12:39:57.912] [bbotk] 31.04335 29.03133 152 NA 3026 0.00 0.028976573
## INFO [12:39:57.912] [bbotk] 33.05000 28.77264 152 NA 3027 0.20 0.008591331
## INFO [12:39:57.912] [bbotk] 33.05000 30.48000 152 NA 3028 0.15 0.066237704
## INFO [12:39:57.912] [bbotk] 32.74475 28.63309 152 NA 3029 0.00 0.024811128
## INFO [12:39:57.912] [bbotk] 30.98599 21.80801 152 NA 3030 0.15 0.142545818
## INFO [12:39:57.912] [bbotk] 33.05000 30.48000 152 NA 3031 0.05 0.015434921
## INFO [12:39:57.912] [bbotk] 27.64790 30.48000 152 NA 3032 0.25 0.016831079
## INFO [12:39:57.912] [bbotk] 21.86815 30.48000 152 NA 3033 0.15 0.074798467
## INFO [12:39:57.912] [bbotk] 31.30563 30.48000 152 NA 3034 0.15 0.005434855
## INFO [12:39:57.912] [bbotk] 33.05000 30.48000 152 NA 3035 0.15 0.061366381
## INFO [12:39:57.912] [bbotk] 33.05000 28.76763 152 NA 3036 0.00 0.014422398
## INFO [12:39:57.912] [bbotk] 33.05000 24.41525 152 NA 3037 0.25 0.098112519
## INFO [12:39:57.912] [bbotk] 33.05000 31.12757 152 NA 3038 0.10 0.021399447
## INFO [12:39:57.912] [bbotk] 33.05000 24.67598 152 NA 3039 0.20 0.050746043
## INFO [12:39:57.912] [bbotk] 33.05000 28.77264 152 NA 3040 0.20 0.050728951
## INFO [12:39:57.912] [bbotk] no_changed dist_train
## INFO [12:39:57.912] [bbotk] 4 0.22156542
## INFO [12:39:57.912] [bbotk] 1 0.15341244
## INFO [12:39:57.912] [bbotk] 1 0.15002896
## INFO [12:39:57.912] [bbotk] 4 0.18582873
## INFO [12:39:57.912] [bbotk] 3 0.19981468
## INFO [12:39:57.912] [bbotk] 4 0.13536447
## INFO [12:39:57.912] [bbotk] 1 0.15539984
## INFO [12:39:57.912] [bbotk] 2 0.09720217
## INFO [12:39:57.912] [bbotk] 4 0.14181349
## INFO [12:39:57.912] [bbotk] 5 0.25476635
## INFO [12:39:57.912] [bbotk] 2 0.14890612
## INFO [12:39:57.912] [bbotk] 1 0.16686004
## INFO [12:39:57.912] [bbotk] 3 0.21080807
## INFO [12:39:57.912] [bbotk] 1 0.15546381
## INFO [12:39:57.912] [bbotk] 2 0.09350242
## INFO [12:39:57.912] [bbotk] 2 0.15084827
## INFO [12:39:57.912] [bbotk] 3 0.24492103
## INFO [12:39:57.912] [bbotk] 4 0.15129777
## INFO [12:39:57.912] [bbotk] 4 0.17367812
## INFO [12:39:57.912] [bbotk] 3 0.17881032
## INFO [12:39:58.107] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:58.235] [bbotk] Result of batch 153:
## INFO [12:39:58.240] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 3 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.6958777 129.1600 25.16778
## INFO [12:39:58.240] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 869.5646 0.7200000 129.1600 22.61565
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 12 8 902.3840 0.7200000 896.6291 32.11392
## INFO [12:39:58.240] [bbotk] 1 8 920.7592 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 1001.0165 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 899.5482 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 899.5482 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 903.4266 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] 10 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:39:58.240] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:58.240] [bbotk] 31.18725 33.05000 29.37239 153 NA 3041 0.00
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 28.23581 153 NA 3042 0.20
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 30.48000 153 NA 3043 0.10
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 30.48000 153 NA 3044 0.10
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 30.48000 153 NA 3045 0.10
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 30.48000 153 NA 3046 0.10
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 28.61082 153 NA 3047 0.20
## INFO [12:39:58.240] [bbotk] 31.53990 33.05000 30.48000 153 NA 3048 0.05
## INFO [12:39:58.240] [bbotk] 27.83206 33.05000 30.48000 153 NA 3049 0.10
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 30.48000 153 NA 3050 0.00
## INFO [12:39:58.240] [bbotk] 32.81500 29.05628 30.48000 153 NA 3051 0.30
## INFO [12:39:58.240] [bbotk] 33.51330 33.05000 30.48000 153 NA 3052 0.10
## INFO [12:39:58.240] [bbotk] 32.81500 36.59652 28.98649 153 NA 3053 0.00
## INFO [12:39:58.240] [bbotk] 32.81500 26.79874 24.34035 153 NA 3054 0.30
## INFO [12:39:58.240] [bbotk] 32.81500 23.66519 28.77264 153 NA 3055 0.20
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 29.75810 153 NA 3056 0.10
## INFO [12:39:58.240] [bbotk] 29.52837 29.42374 28.76763 153 NA 3057 0.15
## INFO [12:39:58.240] [bbotk] 32.81500 33.05000 30.48000 153 NA 3058 0.10
## INFO [12:39:58.240] [bbotk] 31.46698 33.05000 29.03133 153 NA 3059 0.10
## INFO [12:39:58.240] [bbotk] 31.46698 33.05000 29.03133 153 NA 3060 0.10
## INFO [12:39:58.240] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:58.240] [bbotk] 0.0118852339 2 0.1524558
## INFO [12:39:58.240] [bbotk] 0.0701161926 2 0.2169247
## INFO [12:39:58.240] [bbotk] 0.0331267891 2 0.1696286
## INFO [12:39:58.240] [bbotk] 0.0007181815 1 0.1493297
## INFO [12:39:58.240] [bbotk] 0.0000000000 0 0.1500290
## INFO [12:39:58.240] [bbotk] 0.0454672944 2 0.1898522
## INFO [12:39:58.240] [bbotk] 0.0094056019 1 0.1562141
## INFO [12:39:58.240] [bbotk] 0.0049443660 1 0.1549733
## INFO [12:39:58.240] [bbotk] 0.0193219720 1 0.1607075
## INFO [12:39:58.240] [bbotk] 0.1128401861 4 0.2612058
## INFO [12:39:58.240] [bbotk] 0.0247602758 2 0.1507580
## INFO [12:39:58.240] [bbotk] 0.0434648214 2 0.1822920
## INFO [12:39:58.240] [bbotk] 0.0233659121 3 0.1630746
## INFO [12:39:58.240] [bbotk] 0.0551721178 3 0.1798989
## INFO [12:39:58.240] [bbotk] 0.0440063961 3 0.1659845
## INFO [12:39:58.240] [bbotk] 0.0036325555 1 0.1504411
## INFO [12:39:58.240] [bbotk] 0.0326590645 3 0.1440322
## INFO [12:39:58.240] [bbotk] 0.0588235294 1 0.1500290
## INFO [12:39:58.240] [bbotk] 0.0125167456 2 0.1518243
## INFO [12:39:58.240] [bbotk] 0.0713402750 3 0.2106478
## INFO [12:39:58.455] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:58.611] [bbotk] Result of batch 154:
## INFO [12:39:58.618] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:58.618] [bbotk] 1 4 924.5822 0.7603342 129.1600 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 1 8 886.0000 0.7200000 129.1600 29.66799 24.65444
## INFO [12:39:58.618] [bbotk] 1 8 905.4076 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 1 8 906.4139 0.7200000 129.1600 29.51283 26.96970
## INFO [12:39:58.618] [bbotk] 1 8 886.0000 0.6956093 596.1460 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 1 8 896.1967 0.7200000 129.1600 32.29000 32.09343
## INFO [12:39:58.618] [bbotk] 10 3 886.0000 0.7156056 269.6429 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 5 8 910.0886 0.7200000 562.7843 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 1 8 886.0000 0.7200000 482.6594 30.05520 32.81500
## INFO [12:39:58.618] [bbotk] 3 8 886.0000 0.7200000 129.1600 24.32635 32.81500
## INFO [12:39:58.618] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 3 8 886.0000 0.7014989 129.1600 22.16902 31.52864
## INFO [12:39:58.618] [bbotk] 1 8 894.4788 0.7200000 129.1600 33.50633 32.81500
## INFO [12:39:58.618] [bbotk] 12 8 857.3339 0.7200000 116.1406 27.63512 35.79664
## INFO [12:39:58.618] [bbotk] 1 0 960.6511 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 2 8 886.0000 0.7200000 205.5762 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] 1 8 882.2991 0.7200000 129.1600 27.19987 32.81500
## INFO [12:39:58.618] [bbotk] 1 7 864.5239 0.6898578 917.6801 32.29000 24.65707
## INFO [12:39:58.618] [bbotk] 1 8 886.0000 0.7431589 129.1600 32.29000 32.81500
## INFO [12:39:58.618] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:58.618] [bbotk] 33.05000 30.48000 154 NA 3061 0.15 0.079086014
## INFO [12:39:58.618] [bbotk] 33.05000 28.60464 154 NA 3062 0.15 0.051824660
## INFO [12:39:58.618] [bbotk] 33.05000 30.48000 154 NA 3063 0.05 0.006877239
## INFO [12:39:58.618] [bbotk] 33.05000 30.48000 154 NA 3064 0.05 0.004897744
## INFO [12:39:58.618] [bbotk] 33.05000 30.48000 154 NA 3065 0.05 0.041279921
## INFO [12:39:58.618] [bbotk] 34.66738 28.77073 154 NA 3066 0.20 0.046521670
## INFO [12:39:58.618] [bbotk] 33.05000 29.01652 154 NA 3067 0.00 0.013775384
## INFO [12:39:58.618] [bbotk] 33.05000 24.04568 154 NA 3068 0.20 0.159435071
## INFO [12:39:58.618] [bbotk] 33.05000 24.94340 154 NA 3069 0.05 0.122051185
## INFO [12:39:58.618] [bbotk] 33.05000 30.48000 154 NA 3070 0.05 0.031031461
## INFO [12:39:58.618] [bbotk] 33.05000 28.58185 154 NA 3071 0.20 0.101008151
## INFO [12:39:58.618] [bbotk] 33.05000 29.03133 154 NA 3072 0.20 0.007289622
## INFO [12:39:58.618] [bbotk] 31.45764 28.59938 154 NA 3073 0.10 0.122732527
## INFO [12:39:58.618] [bbotk] 36.38965 30.48000 154 NA 3074 0.15 0.018393963
## INFO [12:39:58.618] [bbotk] 33.05000 30.48000 154 NA 3075 0.30 0.100423526
## INFO [12:39:58.618] [bbotk] 33.05000 25.86441 154 NA 3076 0.05 0.108502214
## INFO [12:39:58.618] [bbotk] 33.05000 30.48000 154 NA 3077 0.10 0.063551998
## INFO [12:39:58.618] [bbotk] 33.05000 25.02249 154 NA 3078 0.25 0.049631551
## INFO [12:39:58.618] [bbotk] 37.81989 30.36769 154 NA 3079 0.00 0.167210720
## INFO [12:39:58.618] [bbotk] 31.24115 30.48000 154 NA 3080 0.20 0.009419896
## INFO [12:39:58.618] [bbotk] no_changed dist_train
## INFO [12:39:58.618] [bbotk] 3 0.1314105
## INFO [12:39:58.618] [bbotk] 3 0.1569505
## INFO [12:39:58.618] [bbotk] 1 0.1554888
## INFO [12:39:58.618] [bbotk] 1 0.1535093
## INFO [12:39:58.618] [bbotk] 3 0.1482416
## INFO [12:39:58.618] [bbotk] 4 0.1865884
## INFO [12:39:58.618] [bbotk] 3 0.1505657
## INFO [12:39:58.618] [bbotk] 5 0.2474201
## INFO [12:39:58.618] [bbotk] 4 0.2530167
## INFO [12:39:58.618] [bbotk] 2 0.1770571
## INFO [12:39:58.618] [bbotk] 3 0.2290895
## INFO [12:39:58.618] [bbotk] 1 0.1540981
## INFO [12:39:58.618] [bbotk] 6 0.2248692
## INFO [12:39:58.618] [bbotk] 3 0.1548813
## INFO [12:39:58.618] [bbotk] 5 0.2431972
## INFO [12:39:58.618] [bbotk] 3 0.1950698
## INFO [12:39:58.618] [bbotk] 2 0.2135810
## INFO [12:39:58.618] [bbotk] 3 0.1777129
## INFO [12:39:58.618] [bbotk] 7 0.2470484
## INFO [12:39:58.618] [bbotk] 2 0.1561809
## INFO [12:39:58.788] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:58.930] [bbotk] Result of batch 155:
## INFO [12:39:58.937] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:58.937] [bbotk] 1 7 927.0563 0.7200000 679.22459 33.06841
## INFO [12:39:58.937] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.59216
## INFO [12:39:58.937] [bbotk] 9 8 931.0227 0.7200000 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 8 974.4051 0.7229501 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 6 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 4 969.3076 0.7135585 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 8 1012.6123 0.7200000 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 7 8 886.0000 0.7200000 733.14748 32.29000
## INFO [12:39:58.937] [bbotk] 7 3 886.0000 0.7480727 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 8 886.0000 0.7200000 129.16000 31.80946
## INFO [12:39:58.937] [bbotk] 1 4 886.0000 0.7200000 540.12056 32.29000
## INFO [12:39:58.937] [bbotk] 1 1 884.1433 0.7047529 225.08133 32.29000
## INFO [12:39:58.937] [bbotk] 12 8 914.5782 0.7200000 129.16000 29.08801
## INFO [12:39:58.937] [bbotk] 1 6 902.3840 0.7016921 32.88373 30.15270
## INFO [12:39:58.937] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 8 886.0000 0.7338414 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 8 918.7217 0.7200000 129.16000 32.29000
## INFO [12:39:58.937] [bbotk] 1 8 1016.8430 0.7200000 129.16000 35.03117
## INFO [12:39:58.937] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:58.937] [bbotk] 31.46698 33.05000 29.03133 155 NA 3081 0.00
## INFO [12:39:58.937] [bbotk] 32.81500 35.25498 29.91799 155 NA 3082 0.15
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 28.61082 155 NA 3083 0.05
## INFO [12:39:58.937] [bbotk] 31.95041 33.05000 30.28500 155 NA 3084 0.00
## INFO [12:39:58.937] [bbotk] 32.09343 33.05000 30.48000 155 NA 3085 0.05
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 22.51927 155 NA 3086 0.20
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 28.78225 155 NA 3087 0.00
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 28.65853 155 NA 3088 0.05
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 30.48000 155 NA 3089 0.05
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 30.48000 155 NA 3090 0.05
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 30.48000 155 NA 3091 0.10
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 30.48000 155 NA 3092 0.10
## INFO [12:39:58.937] [bbotk] 32.90361 33.05000 30.48000 155 NA 3093 0.00
## INFO [12:39:58.937] [bbotk] 25.62861 33.05000 21.52902 155 NA 3094 0.15
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 30.48000 155 NA 3095 0.10
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 28.76763 155 NA 3096 0.15
## INFO [12:39:58.937] [bbotk] 31.53990 33.05000 30.48000 155 NA 3097 0.05
## INFO [12:39:58.937] [bbotk] 32.81500 33.05000 29.03133 155 NA 3098 0.20
## INFO [12:39:58.937] [bbotk] 30.92949 33.05000 30.48000 155 NA 3099 0.05
## INFO [12:39:58.937] [bbotk] 32.81500 38.41959 29.41331 155 NA 3100 0.00
## INFO [12:39:58.937] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:58.937] [bbotk] 0.123115468 6 0.2032580
## INFO [12:39:58.937] [bbotk] 0.010936164 3 0.1574954
## INFO [12:39:58.937] [bbotk] 0.084183323 3 0.2067070
## INFO [12:39:58.937] [bbotk] 0.036142932 4 0.1663026
## INFO [12:39:58.937] [bbotk] 0.002797958 1 0.1528269
## INFO [12:39:58.937] [bbotk] 0.098881550 2 0.2456901
## INFO [12:39:58.937] [bbotk] 0.097939818 4 0.1372324
## INFO [12:39:58.937] [bbotk] 0.054031727 2 0.1765554
## INFO [12:39:58.937] [bbotk] 0.096196957 2 0.2462259
## INFO [12:39:58.937] [bbotk] 0.122234101 3 0.2101716
## INFO [12:39:58.937] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:58.937] [bbotk] 0.001969162 1 0.1517523
## INFO [12:39:58.937] [bbotk] 0.084596456 3 0.1619899
## INFO [12:39:58.937] [bbotk] 0.140815237 6 0.1699767
## INFO [12:39:58.937] [bbotk] 0.082071510 3 0.2062025
## INFO [12:39:58.937] [bbotk] 0.090952968 6 0.1757425
## INFO [12:39:58.937] [bbotk] 0.004944366 1 0.1549733
## INFO [12:39:58.937] [bbotk] 0.009551290 2 0.1530918
## INFO [12:39:58.937] [bbotk] 0.018906520 2 0.1454345
## INFO [12:39:58.937] [bbotk] 0.079695398 4 0.1882338
## INFO [12:39:59.109] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:59.236] [bbotk] Result of batch 156:
## INFO [12:39:59.241] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:59.241] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 9 9 902.3840 0.7200000 656.06300 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 8 896.1967 0.7200000 595.51956 22.56804 32.09343
## INFO [12:39:59.241] [bbotk] 1 8 888.0267 0.7200000 129.16000 32.29000 32.19481
## INFO [12:39:59.241] [bbotk] 3 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 8 975.1732 0.7200000 431.71684 32.29000 22.72394
## INFO [12:39:59.241] [bbotk] 1 6 886.0000 0.7200000 99.62464 26.81233 32.81500
## INFO [12:39:59.241] [bbotk] 1 8 886.0000 0.7200000 129.16000 30.19347 21.72050
## INFO [12:39:59.241] [bbotk] 1 2 886.0000 0.7200000 107.89806 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 3 915.9926 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 8 908.2089 0.7200000 685.43591 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 0 886.0000 0.7338643 889.32953 24.20285 35.26138
## INFO [12:39:59.241] [bbotk] 5 8 886.0000 0.7250212 129.16000 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 8 965.4603 0.7353466 267.61878 24.07798 32.81500
## INFO [12:39:59.241] [bbotk] 12 8 886.0000 0.7200000 129.16000 22.69512 30.49919
## INFO [12:39:59.241] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 0 882.8326 0.7200000 129.16000 25.63433 21.61871
## INFO [12:39:59.241] [bbotk] 1 8 900.9639 0.7200000 129.16000 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] 1 2 886.0000 0.7028176 164.69407 32.29000 32.81500
## INFO [12:39:59.241] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:59.241] [bbotk] 33.05000 28.76763 156 NA 3101 0.20 0.008616573
## INFO [12:39:59.241] [bbotk] 32.36120 28.76763 156 NA 3102 0.00 0.166819120
## INFO [12:39:59.241] [bbotk] 28.56404 27.13919 156 NA 3103 0.10 0.105894459
## INFO [12:39:59.241] [bbotk] 33.05000 29.91799 156 NA 3104 0.00 0.005951077
## INFO [12:39:59.241] [bbotk] 33.05000 30.48000 156 NA 3105 0.10 0.058823529
## INFO [12:39:59.241] [bbotk] 33.05000 28.77264 156 NA 3106 0.00 0.098041493
## INFO [12:39:59.241] [bbotk] 33.05000 25.11576 156 NA 3107 0.20 0.110089932
## INFO [12:39:59.241] [bbotk] 33.05000 32.37275 156 NA 3108 0.10 0.061135582
## INFO [12:39:59.241] [bbotk] 26.64861 29.61093 156 NA 3109 0.35 0.084456807
## INFO [12:39:59.241] [bbotk] 33.05000 30.48000 156 NA 3110 0.05 0.069451649
## INFO [12:39:59.241] [bbotk] 33.05000 30.48000 156 NA 3111 0.05 0.042291071
## INFO [12:39:59.241] [bbotk] 24.44156 30.48000 156 NA 3112 0.30 0.177572892
## INFO [12:39:59.241] [bbotk] 28.65275 28.87404 156 NA 3113 0.20 0.081425391
## INFO [12:39:59.241] [bbotk] 33.05000 28.49083 156 NA 3114 0.20 0.010009397
## INFO [12:39:59.241] [bbotk] 31.31392 24.71880 156 NA 3115 0.15 0.107282662
## INFO [12:39:59.241] [bbotk] 31.49165 25.63847 156 NA 3116 0.15 0.136338638
## INFO [12:39:59.241] [bbotk] 35.27751 28.86658 156 NA 3117 0.20 0.015058796
## INFO [12:39:59.241] [bbotk] 30.70748 30.48000 156 NA 3118 0.05 0.137932809
## INFO [12:39:59.241] [bbotk] 33.05000 30.48000 156 NA 3119 0.05 0.005302596
## INFO [12:39:59.241] [bbotk] 28.66892 29.91799 156 NA 3120 0.30 0.080307805
## INFO [12:39:59.241] [bbotk] no_changed dist_train
## INFO [12:39:59.241] [bbotk] 1 0.1554251
## INFO [12:39:59.241] [bbotk] 6 0.2533867
## INFO [12:39:59.241] [bbotk] 6 0.2074445
## INFO [12:39:59.241] [bbotk] 3 0.1513422
## INFO [12:39:59.241] [bbotk] 1 0.2088525
## INFO [12:39:59.241] [bbotk] 4 0.1976097
## INFO [12:39:59.241] [bbotk] 4 0.1856812
## INFO [12:39:59.241] [bbotk] 3 0.1853389
## INFO [12:39:59.241] [bbotk] 4 0.1724269
## INFO [12:39:59.241] [bbotk] 2 0.1592396
## INFO [12:39:59.241] [bbotk] 2 0.1908923
## INFO [12:39:59.241] [bbotk] 6 0.2646441
## INFO [12:39:59.241] [bbotk] 4 0.2158953
## INFO [12:39:59.241] [bbotk] 1 0.1568179
## INFO [12:39:59.241] [bbotk] 6 0.1990322
## INFO [12:39:59.241] [bbotk] 5 0.2367498
## INFO [12:39:59.241] [bbotk] 2 0.1616181
## INFO [12:39:59.241] [bbotk] 5 0.2170686
## INFO [12:39:59.241] [bbotk] 1 0.1539141
## INFO [12:39:59.241] [bbotk] 5 0.1682928
## INFO [12:39:59.435] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:59.563] [bbotk] Result of batch 157:
## INFO [12:39:59.568] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:39:59.568] [bbotk] 1 8 914.8064 0.7136672 129.1600 32.29000 29.46439
## INFO [12:39:59.568] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.53990
## INFO [12:39:59.568] [bbotk] 1 6 899.5482 0.7200000 714.7450 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] 1 8 886.0000 0.7200000 402.7078 23.87564 33.24991
## INFO [12:39:59.568] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] 7 6 907.0697 0.7102460 489.4884 32.29000 33.11741
## INFO [12:39:59.568] [bbotk] 1 8 915.1059 0.7200000 449.9814 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.82844
## INFO [12:39:59.568] [bbotk] 1 3 881.9600 0.7200000 129.1600 34.26767 32.81500
## INFO [12:39:59.568] [bbotk] 1 9 889.7602 0.7200000 129.1600 27.77268 32.81500
## INFO [12:39:59.568] [bbotk] 1 8 962.2995 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] 6 3 946.4684 0.7200000 129.1600 32.29000 31.53475
## INFO [12:39:59.568] [bbotk] 1 2 869.8443 0.7399269 129.1600 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] 6 8 914.8064 0.7200000 129.1600 30.33948 32.81500
## INFO [12:39:59.568] [bbotk] 1 7 903.8215 0.7200000 129.1600 30.55152 32.81500
## INFO [12:39:59.568] [bbotk] 5 8 886.0000 0.7200000 129.1600 30.93599 32.81500
## INFO [12:39:59.568] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.29000 32.81500
## INFO [12:39:59.568] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:39:59.568] [bbotk] 33.05000 30.48000 157 NA 3121 0.10 0.024234965
## INFO [12:39:59.568] [bbotk] 33.05000 30.48000 157 NA 3122 0.05 0.004944366
## INFO [12:39:59.568] [bbotk] 33.05000 30.38842 157 NA 3123 0.00 0.100320011
## INFO [12:39:59.568] [bbotk] 33.05000 29.91799 157 NA 3124 0.10 0.003546196
## INFO [12:39:59.568] [bbotk] 33.05000 30.48000 157 NA 3125 0.10 0.053093101
## INFO [12:39:59.568] [bbotk] 33.05000 30.48000 157 NA 3126 0.00 0.058823529
## INFO [12:39:59.568] [bbotk] 33.05000 28.25714 157 NA 3127 0.00 0.161361344
## INFO [12:39:59.568] [bbotk] 33.05000 22.93448 157 NA 3128 0.10 0.068134351
## INFO [12:39:59.568] [bbotk] 33.05000 29.14298 157 NA 3129 0.15 0.006779932
## INFO [12:39:59.568] [bbotk] 33.05000 27.66872 157 NA 3130 0.10 0.082505411
## INFO [12:39:59.568] [bbotk] 38.96039 30.48000 157 NA 3131 0.05 0.097081698
## INFO [12:39:59.568] [bbotk] 33.05000 30.48000 157 NA 3132 0.10 0.027037370
## INFO [12:39:59.568] [bbotk] 33.05000 30.48000 157 NA 3133 0.05 0.058823529
## INFO [12:39:59.568] [bbotk] 33.05000 28.76763 157 NA 3134 0.00 0.152655443
## INFO [12:39:59.568] [bbotk] 23.80112 30.48000 157 NA 3135 0.30 0.096620776
## INFO [12:39:59.568] [bbotk] 33.05000 30.48000 157 NA 3136 0.10 0.077024115
## INFO [12:39:59.568] [bbotk] 33.05000 31.16311 157 NA 3137 0.10 0.075700001
## INFO [12:39:59.568] [bbotk] 36.08133 30.72166 157 NA 3138 0.10 0.075032528
## INFO [12:39:59.568] [bbotk] 31.30563 30.48000 157 NA 3139 0.15 0.005434855
## INFO [12:39:59.568] [bbotk] 33.05000 28.87404 157 NA 3140 0.00 0.012978856
## INFO [12:39:59.568] [bbotk] no_changed dist_train
## INFO [12:39:59.568] [bbotk] 3 0.1431353
## INFO [12:39:59.568] [bbotk] 1 0.1549733
## INFO [12:39:59.568] [bbotk] 4 0.1891863
## INFO [12:39:59.568] [bbotk] 2 0.1489373
## INFO [12:39:59.568] [bbotk] 3 0.1974780
## INFO [12:39:59.568] [bbotk] 1 0.1500290
## INFO [12:39:59.568] [bbotk] 7 0.2473085
## INFO [12:39:59.568] [bbotk] 3 0.1955440
## INFO [12:39:59.568] [bbotk] 2 0.1534842
## INFO [12:39:59.568] [bbotk] 4 0.1704904
## INFO [12:39:59.568] [bbotk] 4 0.1863746
## INFO [12:39:59.568] [bbotk] 1 0.1658646
## INFO [12:39:59.568] [bbotk] 1 0.1384919
## INFO [12:39:59.568] [bbotk] 5 0.2392230
## INFO [12:39:59.568] [bbotk] 4 0.1845582
## INFO [12:39:59.568] [bbotk] 3 0.2049640
## INFO [12:39:59.568] [bbotk] 4 0.1652421
## INFO [12:39:59.568] [bbotk] 4 0.2190563
## INFO [12:39:59.568] [bbotk] 1 0.1554638
## INFO [12:39:59.568] [bbotk] 2 0.1513622
## INFO [12:39:59.782] [bbotk] Evaluating 20 configuration(s)
## INFO [12:39:59.934] [bbotk] Result of batch 158:
## INFO [12:39:59.940] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:39:59.940] [bbotk] 1 8 887.5741 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 4 856.6001 0.7200000 129.16000 21.82308
## INFO [12:39:59.940] [bbotk] 11 8 886.0000 0.7220782 129.16000 28.70865
## INFO [12:39:59.940] [bbotk] 1 1 932.8154 0.7200000 55.90399 22.86452
## INFO [12:39:59.940] [bbotk] 1 8 886.0000 0.7340102 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 899.8214 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 886.0000 0.6854170 129.16000 34.72821
## INFO [12:39:59.940] [bbotk] 1 4 921.4238 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 0 957.7716 0.7200000 162.92463 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 914.8064 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 886.0000 0.7033478 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 11 8 886.0000 0.7474886 264.99191 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 899.8214 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 1008.8062 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 911.4389 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 888.0267 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 1 8 905.5669 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] 5 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:39:59.940] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:39:59.940] [bbotk] 31.99888 29.65457 30.46591 158 NA 3141 0.15
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 29.25954 158 NA 3142 0.05
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 30.48000 158 NA 3143 0.10
## INFO [12:39:59.940] [bbotk] 32.81500 39.52200 24.96466 158 NA 3144 0.25
## INFO [12:39:59.940] [bbotk] 23.08660 31.59614 30.48000 158 NA 3145 0.05
## INFO [12:39:59.940] [bbotk] 32.81500 34.60295 31.84643 158 NA 3146 0.15
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 28.87404 158 NA 3147 0.00
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 32.59249 158 NA 3148 0.15
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 24.67598 158 NA 3149 0.00
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 30.48000 158 NA 3150 0.10
## INFO [12:39:59.940] [bbotk] 31.46698 33.05000 30.48000 158 NA 3151 0.05
## INFO [12:39:59.940] [bbotk] 32.81500 31.90825 30.48000 158 NA 3152 0.15
## INFO [12:39:59.940] [bbotk] 31.46698 24.14794 32.87215 158 NA 3153 0.30
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 30.48000 158 NA 3154 0.05
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 30.48000 158 NA 3155 0.10
## INFO [12:39:59.940] [bbotk] 33.03745 28.95546 30.48000 158 NA 3156 0.30
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 30.48000 158 NA 3157 0.10
## INFO [12:39:59.940] [bbotk] 34.88300 33.05000 27.92021 158 NA 3158 0.30
## INFO [12:39:59.940] [bbotk] 24.14001 37.01916 28.80613 158 NA 3159 0.00
## INFO [12:39:59.940] [bbotk] 32.81500 33.05000 26.23377 158 NA 3160 0.15
## INFO [12:39:59.940] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:39:59.940] [bbotk] 0.014372250 4 0.1574179
## INFO [12:39:59.940] [bbotk] 0.064964810 2 0.1529498
## INFO [12:39:59.940] [bbotk] 0.112132695 3 0.1730220
## INFO [12:39:59.940] [bbotk] 0.121756117 5 0.2498375
## INFO [12:39:59.940] [bbotk] 0.160822177 6 0.1805539
## INFO [12:39:59.940] [bbotk] 0.014003544 3 0.1590766
## INFO [12:39:59.940] [bbotk] 0.012978856 2 0.1513622
## INFO [12:39:59.940] [bbotk] 0.026272007 3 0.1641187
## INFO [12:39:59.940] [bbotk] 0.100581816 3 0.1325766
## INFO [12:39:59.940] [bbotk] 0.086345683 3 0.1761337
## INFO [12:39:59.940] [bbotk] 0.015434921 2 0.1489061
## INFO [12:39:59.940] [bbotk] 0.006278240 2 0.1563072
## INFO [12:39:59.940] [bbotk] 0.116720152 6 0.2568981
## INFO [12:39:59.940] [bbotk] 0.004897744 1 0.1535093
## INFO [12:39:59.940] [bbotk] 0.043517441 1 0.1823447
## INFO [12:39:59.940] [bbotk] 0.022634229 3 0.1552374
## INFO [12:39:59.940] [bbotk] 0.000000000 0 0.1500290
## INFO [12:39:59.940] [bbotk] 0.021617833 3 0.1663885
## INFO [12:39:59.940] [bbotk] 0.061361395 4 0.1725760
## INFO [12:39:59.940] [bbotk] 0.080190366 2 0.2269989
## INFO [12:40:00.130] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:00.274] [bbotk] Result of batch 159:
## INFO [12:40:00.280] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:40:00.280] [bbotk] 1 8 914.8064 0.7200000 924.4133 33.42143
## INFO [12:40:00.280] [bbotk] 1 8 886.0000 0.7200000 890.9174 32.29000
## INFO [12:40:00.280] [bbotk] 2 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 1 8 907.3572 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 12 8 911.9725 0.7322257 129.1600 32.75328
## INFO [12:40:00.280] [bbotk] 1 8 908.5676 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 4 8 886.0000 0.7200000 172.5171 32.29000
## INFO [12:40:00.280] [bbotk] 1 8 886.0000 0.7200000 492.7649 35.25716
## INFO [12:40:00.280] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 1 8 891.0863 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 1 8 886.0000 0.7153594 129.1600 29.18522
## INFO [12:40:00.280] [bbotk] 1 2 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 3 8 886.0000 0.7208291 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 1 8 1004.7852 0.7276009 861.1610 31.61679
## INFO [12:40:00.280] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] 1 9 899.5482 0.7455838 129.9577 24.10459
## INFO [12:40:00.280] [bbotk] 1 5 873.0043 0.7200000 725.1281 30.40673
## INFO [12:40:00.280] [bbotk] 1 8 885.8690 0.7200000 129.1600 32.29000
## INFO [12:40:00.280] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:40:00.280] [bbotk] 25.31053 29.91134 30.48000 159 NA 3161 0.05
## INFO [12:40:00.280] [bbotk] 29.94161 33.05000 30.48000 159 NA 3162 0.00
## INFO [12:40:00.280] [bbotk] 31.95041 33.05000 30.48000 159 NA 3163 0.05
## INFO [12:40:00.280] [bbotk] 32.81500 33.05000 28.77264 159 NA 3164 0.00
## INFO [12:40:00.280] [bbotk] 25.84851 33.05000 29.05093 159 NA 3165 0.00
## INFO [12:40:00.280] [bbotk] 32.81500 31.14487 30.48000 159 NA 3166 0.15
## INFO [12:40:00.280] [bbotk] 30.92949 33.05000 30.48000 159 NA 3167 0.05
## INFO [12:40:00.280] [bbotk] 32.19481 33.05000 29.91799 159 NA 3168 0.00
## INFO [12:40:00.280] [bbotk] 32.81500 32.10998 30.48000 159 NA 3169 0.10
## INFO [12:40:00.280] [bbotk] 32.81500 32.73715 30.08497 159 NA 3170 0.10
## INFO [12:40:00.280] [bbotk] 32.10803 32.63485 29.50424 159 NA 3171 0.00
## INFO [12:40:00.280] [bbotk] 32.81500 33.05000 29.91688 159 NA 3172 0.10
## INFO [12:40:00.280] [bbotk] 32.81500 33.05000 24.67598 159 NA 3173 0.25
## INFO [12:40:00.280] [bbotk] 32.81500 33.05000 28.31129 159 NA 3174 0.20
## INFO [12:40:00.280] [bbotk] 31.68128 33.05000 30.11234 159 NA 3175 0.00
## INFO [12:40:00.280] [bbotk] 32.81500 33.05000 30.48000 159 NA 3176 0.00
## INFO [12:40:00.280] [bbotk] 32.81500 33.05000 30.48000 159 NA 3177 0.10
## INFO [12:40:00.280] [bbotk] 32.81500 33.05000 28.98649 159 NA 3178 0.05
## INFO [12:40:00.280] [bbotk] 32.81500 24.28862 30.48000 159 NA 3179 0.20
## INFO [12:40:00.280] [bbotk] 32.81500 33.05000 28.90394 159 NA 3180 0.20
## INFO [12:40:00.280] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:40:00.280] [bbotk] 0.102931190 5 0.2101922
## INFO [12:40:00.280] [bbotk] 0.058277822 2 0.2003350
## INFO [12:40:00.280] [bbotk] 0.062176075 2 0.2122050
## INFO [12:40:00.280] [bbotk] 0.016159456 2 0.1490607
## INFO [12:40:00.280] [bbotk] 0.106127653 6 0.2147239
## INFO [12:40:00.280] [bbotk] 0.013932764 2 0.1504083
## INFO [12:40:00.280] [bbotk] 0.007311287 1 0.1570298
## INFO [12:40:00.280] [bbotk] 0.066739266 4 0.2135478
## INFO [12:40:00.280] [bbotk] 0.037586615 3 0.1876156
## INFO [12:40:00.280] [bbotk] 0.002962488 2 0.1497710
## INFO [12:40:00.280] [bbotk] 0.010747176 4 0.1535939
## INFO [12:40:00.280] [bbotk] 0.016314565 3 0.1535157
## INFO [12:40:00.280] [bbotk] 0.088029095 2 0.1760141
## INFO [12:40:00.280] [bbotk] 0.069871852 3 0.2164094
## INFO [12:40:00.280] [bbotk] 0.097633979 6 0.2184516
## INFO [12:40:00.280] [bbotk] 0.058823529 1 0.1500290
## INFO [12:40:00.280] [bbotk] 0.000000000 0 0.1500290
## INFO [12:40:00.280] [bbotk] 0.108911401 6 0.1919651
## INFO [12:40:00.280] [bbotk] 0.135320516 5 0.2262801
## INFO [12:40:00.280] [bbotk] 0.007977067 2 0.1547856
## INFO [12:40:00.472] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:00.598] [bbotk] Result of batch 160:
## INFO [12:40:00.603] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:00.603] [bbotk] 1 8 914.8064 0.7329090 129.16000 32.29000 36.16672
## INFO [12:40:00.603] [bbotk] 1 8 914.7636 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 23.15097
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 30.76476
## INFO [12:40:00.603] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] 1 8 891.4515 0.7104432 129.16000 32.29000 33.35256
## INFO [12:40:00.603] [bbotk] 1 8 921.4238 0.7475383 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] 1 4 925.5928 0.7200000 129.16000 32.29000 32.19481
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.7200000 129.16000 34.73355 28.98892
## INFO [12:40:00.603] [bbotk] 12 8 886.0000 0.7200000 62.13215 32.33185 31.17105
## INFO [12:40:00.603] [bbotk] 1 8 970.7751 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] 1 8 900.6679 0.7200000 129.16000 32.51414 32.81500
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.6967733 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.19481
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.7105513 667.07687 32.29000 34.53761
## INFO [12:40:00.603] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] 1 4 913.8505 0.6916513 129.16000 32.29000 26.87560
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:00.603] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:00.603] [bbotk] 33.05000 30.97577 160 NA 3181 0.30 0.027808470
## INFO [12:40:00.603] [bbotk] 33.05000 28.87404 160 NA 3182 0.05 0.018273745
## INFO [12:40:00.603] [bbotk] 33.05000 30.48000 160 NA 3183 0.10 0.037473453
## INFO [12:40:00.603] [bbotk] 31.04335 30.48000 160 NA 3184 0.05 0.014202095
## INFO [12:40:00.603] [bbotk] 33.05000 30.61138 160 NA 3185 0.05 0.059484615
## INFO [12:40:00.603] [bbotk] 33.05000 29.20054 160 NA 3186 0.15 0.012016026
## INFO [12:40:00.603] [bbotk] 33.05000 24.67598 160 NA 3187 0.15 0.046258016
## INFO [12:40:00.603] [bbotk] 33.05000 29.91799 160 NA 3188 0.00 0.078086472
## INFO [12:40:00.603] [bbotk] 28.30847 30.48000 160 NA 3189 0.20 0.039622189
## INFO [12:40:00.603] [bbotk] 26.89133 30.48000 160 NA 3190 0.25 0.088705455
## INFO [12:40:00.603] [bbotk] 33.05000 30.48000 160 NA 3191 0.10 0.030040804
## INFO [12:40:00.603] [bbotk] 33.05000 28.78241 160 NA 3192 0.00 0.014658380
## INFO [12:40:00.603] [bbotk] 33.05000 28.98649 160 NA 3193 0.20 0.011310486
## INFO [12:40:00.603] [bbotk] 33.05000 30.48000 160 NA 3194 0.05 0.002404880
## INFO [12:40:00.603] [bbotk] 25.00464 27.99134 160 NA 3195 0.25 0.079098031
## INFO [12:40:00.603] [bbotk] 33.05000 30.48000 160 NA 3196 0.00 0.058823529
## INFO [12:40:00.603] [bbotk] 33.05000 25.26125 160 NA 3197 0.00 0.122616001
## INFO [12:40:00.603] [bbotk] 33.05000 24.67598 160 NA 3198 0.20 0.029205566
## INFO [12:40:00.603] [bbotk] 33.05000 25.04118 160 NA 3199 0.20 0.027367881
## INFO [12:40:00.603] [bbotk] 33.05000 28.76763 160 NA 3200 0.20 0.008616573
## INFO [12:40:00.603] [bbotk] no_changed dist_train
## INFO [12:40:00.603] [bbotk] 4 0.1717339
## INFO [12:40:00.603] [bbotk] 2 0.1460673
## INFO [12:40:00.603] [bbotk] 1 0.1788590
## INFO [12:40:00.603] [bbotk] 2 0.1501390
## INFO [12:40:00.603] [bbotk] 2 0.1506900
## INFO [12:40:00.603] [bbotk] 4 0.1564940
## INFO [12:40:00.603] [bbotk] 3 0.1691901
## INFO [12:40:00.603] [bbotk] 4 0.1296947
## INFO [12:40:00.603] [bbotk] 3 0.1672988
## INFO [12:40:00.603] [bbotk] 5 0.2182933
## INFO [12:40:00.603] [bbotk] 1 0.1688680
## INFO [12:40:00.603] [bbotk] 3 0.1523005
## INFO [12:40:00.603] [bbotk] 2 0.1530306
## INFO [12:40:00.603] [bbotk] 1 0.1524338
## INFO [12:40:00.603] [bbotk] 5 0.2103389
## INFO [12:40:00.603] [bbotk] 1 0.1500290
## INFO [12:40:00.603] [bbotk] 5 0.1223072
## INFO [12:40:00.603] [bbotk] 1 0.1760141
## INFO [12:40:00.603] [bbotk] 1 0.1741764
## INFO [12:40:00.603] [bbotk] 1 0.1554251
## INFO [12:40:00.802] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:00.943] [bbotk] Result of batch 161:
## INFO [12:40:00.949] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:40:00.949] [bbotk] 2 8 930.5086 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 8 959.8708 0.7200000 85.71825 32.29000
## INFO [12:40:00.949] [bbotk] 1 8 891.9829 0.7367528 129.16000 26.67835
## INFO [12:40:00.949] [bbotk] 5 6 931.0238 0.7200000 129.16000 31.63146
## INFO [12:40:00.949] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 4 921.4238 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 8 929.9327 0.7200000 129.16000 33.89483
## INFO [12:40:00.949] [bbotk] 11 8 886.0000 0.6841848 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 0 907.3572 0.6705708 665.97661 32.29000
## INFO [12:40:00.949] [bbotk] 1 8 914.8064 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 8 1000.4322 0.7200000 129.16000 35.15480
## INFO [12:40:00.949] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 8 899.8214 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 7 886.0000 0.7200000 831.50259 27.77000
## INFO [12:40:00.949] [bbotk] 1 2 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 4 913.8505 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] 1 5 939.1338 0.7163061 129.16000 32.29000
## INFO [12:40:00.949] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 29.40763 161 NA 3201 0.00
## INFO [12:40:00.949] [bbotk] 32.85465 33.05000 30.48000 161 NA 3202 0.15
## INFO [12:40:00.949] [bbotk] 32.81500 28.94126 24.92233 161 NA 3203 0.30
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 30.48000 161 NA 3204 0.10
## INFO [12:40:00.949] [bbotk] 32.81500 27.39503 30.48000 161 NA 3205 0.30
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 30.48000 161 NA 3206 0.00
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 30.48000 161 NA 3207 0.10
## INFO [12:40:00.949] [bbotk] 32.19481 22.60618 27.03083 161 NA 3208 0.10
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 30.48000 161 NA 3209 0.05
## INFO [12:40:00.949] [bbotk] 26.06816 33.05000 26.70997 161 NA 3210 0.00
## INFO [12:40:00.949] [bbotk] 31.46698 33.05000 30.48000 161 NA 3211 0.05
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 30.48000 161 NA 3212 0.15
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 30.48000 161 NA 3213 0.10
## INFO [12:40:00.949] [bbotk] 31.17031 31.53214 30.48000 161 NA 3214 0.10
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 30.48000 161 NA 3215 0.05
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 28.76763 161 NA 3216 0.00
## INFO [12:40:00.949] [bbotk] 36.21432 29.86437 28.98649 161 NA 3217 0.25
## INFO [12:40:00.949] [bbotk] 26.87560 33.05000 25.26125 161 NA 3218 0.00
## INFO [12:40:00.949] [bbotk] 32.81500 33.05000 29.91799 161 NA 3219 0.10
## INFO [12:40:00.949] [bbotk] 22.52932 36.89674 30.48000 161 NA 3220 0.05
## INFO [12:40:00.949] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:40:00.949] [bbotk] 0.079991647 3 0.2080267
## INFO [12:40:00.949] [bbotk] 0.029018592 3 0.1624697
## INFO [12:40:00.949] [bbotk] 0.068620101 5 0.1787524
## INFO [12:40:00.949] [bbotk] 0.136300179 4 0.2258423
## INFO [12:40:00.949] [bbotk] 0.017618931 1 0.1676479
## INFO [12:40:00.949] [bbotk] 0.058823529 1 0.1500290
## INFO [12:40:00.949] [bbotk] 0.071376251 2 0.1259392
## INFO [12:40:00.949] [bbotk] 0.074444422 5 0.1784495
## INFO [12:40:00.949] [bbotk] 0.064675684 2 0.2147046
## INFO [12:40:00.949] [bbotk] 0.152817654 6 0.2090452
## INFO [12:40:00.949] [bbotk] 0.015434921 2 0.1489061
## INFO [12:40:00.949] [bbotk] 0.052289305 2 0.1878554
## INFO [12:40:00.949] [bbotk] 0.000000000 0 0.1500290
## INFO [12:40:00.949] [bbotk] 0.011106612 2 0.1532344
## INFO [12:40:00.949] [bbotk] 0.004897744 1 0.1535093
## INFO [12:40:00.949] [bbotk] 0.129421461 4 0.2171606
## INFO [12:40:00.949] [bbotk] 0.089445393 4 0.1768100
## INFO [12:40:00.949] [bbotk] 0.117983862 4 0.1269394
## INFO [12:40:00.949] [bbotk] 0.002828015 1 0.1496365
## INFO [12:40:00.949] [bbotk] 0.130124605 5 0.2057823
## INFO [12:40:01.125] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:01.271] [bbotk] Result of batch 162:
## INFO [12:40:01.276] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:01.276] [bbotk] 11 8 886.0000 0.7200000 129.1600 28.87589 32.81500
## INFO [12:40:01.276] [bbotk] 1 8 886.0000 0.7200000 298.4020 30.69384 32.81500
## INFO [12:40:01.276] [bbotk] 1 8 888.0267 0.7267973 129.1600 32.29000 32.19481
## INFO [12:40:01.276] [bbotk] 3 2 886.0000 0.7220267 966.9933 32.29000 23.61305
## INFO [12:40:01.276] [bbotk] 1 8 934.8077 0.7200000 863.9632 32.29000 32.81500
## INFO [12:40:01.276] [bbotk] 3 8 886.0000 0.7200000 129.1600 32.29000 29.28045
## INFO [12:40:01.276] [bbotk] 1 8 886.0000 0.7200000 317.7241 32.29000 32.81500
## INFO [12:40:01.276] [bbotk] 9 8 857.6516 0.7200000 617.8494 32.29000 32.81500
## INFO [12:40:01.276] [bbotk] 9 9 886.0000 0.7200000 425.1347 32.29000 24.02799
## INFO [12:40:01.276] [bbotk] 1 8 886.0000 0.7389248 129.1600 32.29000 31.46698
## INFO [12:40:01.276] [bbotk] 3 8 914.7636 0.7200000 129.1600 32.29000 34.96814
## INFO [12:40:01.276] [bbotk] 1 4 922.6920 0.7200000 288.9495 32.29000 32.81500
## INFO [12:40:01.276] [bbotk] 1 8 984.0530 0.7200000 129.1600 26.46070 30.92949
## INFO [12:40:01.276] [bbotk] 10 3 886.0000 0.7200000 129.1600 32.97192 26.79902
## INFO [12:40:01.276] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.53990
## INFO [12:40:01.276] [bbotk] 1 8 902.3840 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:01.276] [bbotk] 6 4 886.0000 0.7200000 100.2169 32.29000 32.81500
## INFO [12:40:01.276] [bbotk] 1 9 886.0000 0.7399269 129.1600 32.29000 32.81500
## INFO [12:40:01.276] [bbotk] 1 5 886.0000 0.7200000 325.7069 32.29000 32.81500
## INFO [12:40:01.276] [bbotk] 1 8 956.2627 0.7200000 129.1600 21.63188 32.81500
## INFO [12:40:01.276] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:01.276] [bbotk] 31.04335 23.10228 162 NA 3221 0.15 0.11619016
## INFO [12:40:01.276] [bbotk] 33.05000 30.48000 162 NA 3222 0.10 0.01701302
## INFO [12:40:01.276] [bbotk] 24.17294 29.91799 162 NA 3223 0.20 0.03471958
## INFO [12:40:01.276] [bbotk] 33.05000 30.48000 162 NA 3224 0.05 0.20550322
## INFO [12:40:01.276] [bbotk] 33.05000 25.26125 162 NA 3225 0.00 0.08902398
## INFO [12:40:01.276] [bbotk] 33.05000 28.98649 162 NA 3226 0.15 0.08004445
## INFO [12:40:01.276] [bbotk] 31.30563 25.95225 162 NA 3227 0.15 0.03988622
## INFO [12:40:01.276] [bbotk] 24.99255 30.48000 162 NA 3228 0.30 0.12421228
## INFO [12:40:01.276] [bbotk] 33.05000 30.48000 162 NA 3229 0.10 0.17003405
## INFO [12:40:01.276] [bbotk] 33.05000 29.03133 162 NA 3230 0.15 0.01560903
## INFO [12:40:01.276] [bbotk] 33.05000 30.48000 162 NA 3231 0.25 0.07736523
## INFO [12:40:01.276] [bbotk] 33.05000 25.95320 162 NA 3232 0.00 0.10449171
## INFO [12:40:01.276] [bbotk] 27.26555 30.48000 162 NA 3233 0.30 0.08396665
## INFO [12:40:01.276] [bbotk] 39.36481 30.48000 162 NA 3234 0.00 0.16344387
## INFO [12:40:01.276] [bbotk] 38.75044 30.48000 162 NA 3235 0.00 0.02270495
## INFO [12:40:01.276] [bbotk] 33.05000 28.76763 162 NA 3236 0.00 0.01442240
## INFO [12:40:01.276] [bbotk] 33.05000 30.48000 162 NA 3237 0.20 0.11943800
## INFO [12:40:01.276] [bbotk] 33.05000 30.48000 162 NA 3238 0.15 0.06207955
## INFO [12:40:01.276] [bbotk] 33.05000 24.06455 162 NA 3239 0.15 0.10326767
## INFO [12:40:01.276] [bbotk] 33.05000 30.48000 162 NA 3240 0.10 0.06857272
## INFO [12:40:01.276] [bbotk] no_changed dist_train
## INFO [12:40:01.276] [bbotk] 4 0.2317675
## INFO [12:40:01.276] [bbotk] 2 0.1667961
## INFO [12:40:01.276] [bbotk] 5 0.1734496
## INFO [12:40:01.276] [bbotk] 5 0.2960463
## INFO [12:40:01.276] [bbotk] 3 0.2115477
## INFO [12:40:01.276] [bbotk] 3 0.2063994
## INFO [12:40:01.276] [bbotk] 3 0.1770540
## INFO [12:40:01.276] [bbotk] 4 0.2742412
## INFO [12:40:01.276] [bbotk] 4 0.2612395
## INFO [12:40:01.276] [bbotk] 3 0.1549166
## INFO [12:40:01.276] [bbotk] 3 0.2213210
## INFO [12:40:01.276] [bbotk] 4 0.1364865
## INFO [12:40:01.276] [bbotk] 4 0.1745063
## INFO [12:40:01.276] [bbotk] 5 0.2544000
## INFO [12:40:01.276] [bbotk] 2 0.1691607
## INFO [12:40:01.276] [bbotk] 2 0.1508483
## INFO [12:40:01.276] [bbotk] 3 0.1991064
## INFO [12:40:01.276] [bbotk] 2 0.1500170
## INFO [12:40:01.276] [bbotk] 3 0.1912526
## INFO [12:40:01.276] [bbotk] 2 0.1874438
## INFO [12:40:01.477] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:01.621] [bbotk] Result of batch 163:
## INFO [12:40:01.629] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:40:01.629] [bbotk] 1 8 886.0000 0.6868587 129.1600 25.34679
## INFO [12:40:01.629] [bbotk] 1 8 947.2598 0.7200000 129.1600 32.29000
## INFO [12:40:01.629] [bbotk] 1 1 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:01.629] [bbotk] 1 8 934.5352 0.7200000 791.9068 23.94663
## INFO [12:40:01.629] [bbotk] 3 8 985.8000 0.7200000 129.1600 32.29000
## INFO [12:40:01.629] [bbotk] 5 8 1009.5355 0.7177456 676.6961 32.29000
## INFO [12:40:01.629] [bbotk] 1 5 877.0240 0.7200000 129.1600 35.50091
## INFO [12:40:01.629] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:01.629] [bbotk] 1 8 959.5017 0.6871713 129.1600 30.06773
## INFO [12:40:01.629] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:01.629] [bbotk] 1 8 886.0000 0.7200000 129.1600 22.36069
## INFO [12:40:01.629] [bbotk] 1 3 886.4447 0.7200000 780.5413 32.29000
## INFO [12:40:01.629] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:01.629] [bbotk] 11 8 886.0000 0.7200000 644.4607 32.29000
## INFO [12:40:01.629] [bbotk] 1 8 895.2345 0.7200000 129.1600 32.29000
## INFO [12:40:01.629] [bbotk] 9 8 914.6869 0.7200000 129.1600 32.29000
## INFO [12:40:01.629] [bbotk] 11 8 904.3641 0.7348992 909.1224 22.54794
## INFO [12:40:01.629] [bbotk] 1 0 990.8916 0.7200000 129.1600 29.74283
## INFO [12:40:01.629] [bbotk] 12 8 886.0000 0.7200000 129.1600 26.14191
## INFO [12:40:01.629] [bbotk] 1 4 886.0000 0.7200000 962.6916 24.22067
## INFO [12:40:01.629] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:40:01.629] [bbotk] 27.18856 33.05000 30.48000 163 NA 3241 0.05
## INFO [12:40:01.629] [bbotk] 32.81500 33.05000 25.35289 163 NA 3242 0.05
## INFO [12:40:01.629] [bbotk] 30.34252 33.05000 30.48000 163 NA 3243 0.10
## INFO [12:40:01.629] [bbotk] 32.81500 33.05000 31.82956 163 NA 3244 0.10
## INFO [12:40:01.629] [bbotk] 30.85879 33.05000 30.48000 163 NA 3245 0.05
## INFO [12:40:01.629] [bbotk] 32.81500 33.05000 30.48000 163 NA 3246 0.05
## INFO [12:40:01.629] [bbotk] 24.98377 33.05000 21.41616 163 NA 3247 0.20
## INFO [12:40:01.629] [bbotk] 32.81500 31.04335 29.03133 163 NA 3248 0.10
## INFO [12:40:01.629] [bbotk] 32.81500 34.26625 30.79931 163 NA 3249 0.10
## INFO [12:40:01.629] [bbotk] 32.19481 33.05000 29.91799 163 NA 3250 0.00
## INFO [12:40:01.629] [bbotk] 33.43944 33.05000 28.24555 163 NA 3251 0.20
## INFO [12:40:01.629] [bbotk] 32.81500 27.19246 30.48000 163 NA 3252 0.15
## INFO [12:40:01.629] [bbotk] 32.81500 33.05000 30.48000 163 NA 3253 0.10
## INFO [12:40:01.629] [bbotk] 22.61727 33.81025 30.48000 163 NA 3254 0.05
## INFO [12:40:01.629] [bbotk] 32.81500 33.05000 29.31950 163 NA 3255 0.10
## INFO [12:40:01.629] [bbotk] 23.63344 24.36710 26.12235 163 NA 3256 0.10
## INFO [12:40:01.629] [bbotk] 32.81500 22.23442 29.75810 163 NA 3257 0.15
## INFO [12:40:01.629] [bbotk] 31.53990 29.83429 28.47947 163 NA 3258 0.00
## INFO [12:40:01.629] [bbotk] 32.81500 33.05000 28.61082 163 NA 3259 0.20
## INFO [12:40:01.629] [bbotk] 32.81500 22.74584 30.48000 163 NA 3260 0.10
## INFO [12:40:01.629] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:40:01.629] [bbotk] 0.055684166 3 0.1662830
## INFO [12:40:01.629] [bbotk] 0.047507298 2 0.1700310
## INFO [12:40:01.629] [bbotk] 0.068410872 2 0.1007928
## INFO [12:40:01.629] [bbotk] 0.099188334 4 0.2180594
## INFO [12:40:01.629] [bbotk] 0.101773927 3 0.2254303
## INFO [12:40:01.629] [bbotk] 0.136848091 4 0.2749386
## INFO [12:40:01.629] [bbotk] 0.151137224 5 0.2386544
## INFO [12:40:01.629] [bbotk] 0.013541652 2 0.1507994
## INFO [12:40:01.629] [bbotk] 0.045912655 5 0.1557988
## INFO [12:40:01.629] [bbotk] 0.005232895 2 0.1520414
## INFO [12:40:01.629] [bbotk] 0.054353041 3 0.1824344
## INFO [12:40:01.629] [bbotk] 0.117537207 4 0.2084275
## INFO [12:40:01.629] [bbotk] 0.000000000 0 0.1500290
## INFO [12:40:01.629] [bbotk] 0.132620854 4 0.2740064
## INFO [12:40:01.629] [bbotk] 0.009111896 2 0.1545030
## INFO [12:40:01.629] [bbotk] 0.153572005 5 0.2446142
## INFO [12:40:01.629] [bbotk] 0.193278763 7 0.3036747
## INFO [12:40:01.629] [bbotk] 0.131460527 6 0.1855198
## INFO [12:40:01.629] [bbotk] 0.093422607 3 0.2215040
## INFO [12:40:01.629] [bbotk] 0.175571119 4 0.2178911
## INFO [12:40:01.818] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:01.969] [bbotk] Result of batch 164:
## INFO [12:40:01.975] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:01.975] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 5 8 900.1560 0.7058368 129.1600 32.29000 31.52607
## INFO [12:40:01.975] [bbotk] 1 0 886.0000 0.7090778 71.8433 32.29000 23.77798
## INFO [12:40:01.975] [bbotk] 1 8 899.5482 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 1 9 938.0963 0.7200000 197.3958 32.29000 31.95041
## INFO [12:40:01.975] [bbotk] 1 5 886.0000 0.7200000 129.1600 28.12024 32.19481
## INFO [12:40:01.975] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 1 8 909.0394 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 1 8 870.4122 0.7194315 129.1600 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 1 8 886.0000 0.7405849 358.3866 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 1 0 947.3766 0.7200000 129.1600 32.29000 31.98062
## INFO [12:40:01.975] [bbotk] 1 3 918.8408 0.7200000 129.1600 32.29000 32.36724
## INFO [12:40:01.975] [bbotk] 1 8 886.0000 0.7200000 414.9868 29.04770 34.35790
## INFO [12:40:01.975] [bbotk] 1 6 886.0000 0.7166365 129.1600 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 1 8 921.4238 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 1 3 959.8390 0.7394133 129.1600 32.29000 26.51958
## INFO [12:40:01.975] [bbotk] 4 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] 6 8 886.0000 0.7200000 129.1600 32.29000 36.05801
## INFO [12:40:01.975] [bbotk] 1 8 886.0000 0.7200000 129.1600 26.19417 32.81500
## INFO [12:40:01.975] [bbotk] 1 8 972.6567 0.7200000 104.9815 32.29000 32.81500
## INFO [12:40:01.975] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:01.975] [bbotk] 33.05000 30.48000 164 NA 3261 0.10 0.000000000
## INFO [12:40:01.975] [bbotk] 33.05000 27.54401 164 NA 3262 0.00 0.085925788
## INFO [12:40:01.975] [bbotk] 35.97697 30.48000 164 NA 3263 0.10 0.108316418
## INFO [12:40:01.975] [bbotk] 33.05000 30.48000 164 NA 3264 0.05 0.004800914
## INFO [12:40:01.975] [bbotk] 33.05000 30.48000 164 NA 3265 0.05 0.084859137
## INFO [12:40:01.975] [bbotk] 33.05000 29.91799 164 NA 3266 0.00 0.081143171
## INFO [12:40:01.975] [bbotk] 36.23027 27.91639 164 NA 3267 0.20 0.022808611
## INFO [12:40:01.975] [bbotk] 22.91279 28.84188 164 NA 3268 0.20 0.047991168
## INFO [12:40:01.975] [bbotk] 23.88487 30.48000 164 NA 3269 0.30 0.034171947
## INFO [12:40:01.975] [bbotk] 26.66415 30.48000 164 NA 3270 0.30 0.037443675
## INFO [12:40:01.975] [bbotk] 33.05000 29.94748 164 NA 3271 0.00 0.086487920
## INFO [12:40:01.975] [bbotk] 33.05000 30.63325 164 NA 3272 0.05 0.072968373
## INFO [12:40:01.975] [bbotk] 35.30391 30.48000 164 NA 3273 0.20 0.043977740
## INFO [12:40:01.975] [bbotk] 33.05000 22.14956 164 NA 3274 0.15 0.101291524
## INFO [12:40:01.975] [bbotk] 33.05000 30.48000 164 NA 3275 0.10 0.012552721
## INFO [12:40:01.975] [bbotk] 33.05000 30.48000 164 NA 3276 0.00 0.112572393
## INFO [12:40:01.975] [bbotk] 33.05000 30.48000 164 NA 3277 0.10 0.058823529
## INFO [12:40:01.975] [bbotk] 31.04335 30.48000 164 NA 3278 0.15 0.077650735
## INFO [12:40:01.975] [bbotk] 33.05000 30.48000 164 NA 3279 0.10 0.024979330
## INFO [12:40:01.975] [bbotk] 33.05000 30.48000 164 NA 3280 0.15 0.032203658
## INFO [12:40:01.975] [bbotk] no_changed dist_train
## INFO [12:40:01.975] [bbotk] 0 0.1500290
## INFO [12:40:01.975] [bbotk] 5 0.2093063
## INFO [12:40:01.975] [bbotk] 5 0.1992577
## INFO [12:40:01.975] [bbotk] 1 0.1534124
## INFO [12:40:01.975] [bbotk] 4 0.1746471
## INFO [12:40:01.975] [bbotk] 4 0.1688823
## INFO [12:40:01.975] [bbotk] 2 0.1692644
## INFO [12:40:01.975] [bbotk] 3 0.1659914
## INFO [12:40:01.975] [bbotk] 3 0.1842009
## INFO [12:40:01.975] [bbotk] 3 0.1842047
## INFO [12:40:01.975] [bbotk] 4 0.1730555
## INFO [12:40:01.975] [bbotk] 4 0.1620725
## INFO [12:40:01.975] [bbotk] 4 0.1875990
## INFO [12:40:01.975] [bbotk] 3 0.1892765
## INFO [12:40:01.975] [bbotk] 1 0.1517883
## INFO [12:40:01.975] [bbotk] 4 0.1990924
## INFO [12:40:01.975] [bbotk] 1 0.2088525
## INFO [12:40:01.975] [bbotk] 3 0.2270593
## INFO [12:40:01.975] [bbotk] 1 0.1693642
## INFO [12:40:01.975] [bbotk] 2 0.1680387
## INFO [12:40:02.227] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:02.366] [bbotk] Result of batch 165:
## INFO [12:40:02.372] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:02.372] [bbotk] 1 8 871.5942 0.7195464 129.1600 32.29000 34.30601
## INFO [12:40:02.372] [bbotk] 6 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 12 8 888.5050 0.7200000 129.1600 33.85594 23.28848
## INFO [12:40:02.372] [bbotk] 9 8 867.8092 0.7200000 132.5536 26.39155 32.19481
## INFO [12:40:02.372] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 1 8 907.3572 0.7200000 891.2528 23.34501 32.81500
## INFO [12:40:02.372] [bbotk] 1 3 886.0000 0.7507651 687.1393 24.18756 32.81500
## INFO [12:40:02.372] [bbotk] 7 8 886.0000 0.6846700 129.1600 30.88665 32.81500
## INFO [12:40:02.372] [bbotk] 1 8 952.5060 0.7498461 129.1600 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 1 8 921.3557 0.7200000 129.1600 32.29000 33.20227
## INFO [12:40:02.372] [bbotk] 10 1 956.1655 0.7274930 129.1600 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 3 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 1 8 886.0000 0.7200000 129.1600 33.77364 27.47732
## INFO [12:40:02.372] [bbotk] 1 8 886.0000 0.7132530 192.2230 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 1 7 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 31.53990
## INFO [12:40:02.372] [bbotk] 1 8 886.0000 0.7200000 334.1763 32.29000 32.81500
## INFO [12:40:02.372] [bbotk] 1 4 930.0995 0.7200000 129.1600 32.29000 31.37321
## INFO [12:40:02.372] [bbotk] 1 8 916.5201 0.7200000 129.1600 32.29000 32.53521
## INFO [12:40:02.372] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:02.372] [bbotk] 34.87537 30.48000 165 NA 3281 0.20 0.016647749
## INFO [12:40:02.372] [bbotk] 33.05000 30.48000 165 NA 3282 0.10 0.058823529
## INFO [12:40:02.372] [bbotk] 28.25951 25.06245 165 NA 3283 0.25 0.145254671
## INFO [12:40:02.372] [bbotk] 33.05000 30.48000 165 NA 3284 0.10 0.092054969
## INFO [12:40:02.372] [bbotk] 33.05000 30.48000 165 NA 3285 0.10 0.000000000
## INFO [12:40:02.372] [bbotk] 22.56606 29.73764 165 NA 3286 0.15 0.127779138
## INFO [12:40:02.372] [bbotk] 33.05000 30.48000 165 NA 3287 0.00 0.131579027
## INFO [12:40:02.372] [bbotk] 37.17116 30.48000 165 NA 3288 0.05 0.083187123
## INFO [12:40:02.372] [bbotk] 33.05000 28.94750 165 NA 3289 0.05 0.036155251
## INFO [12:40:02.372] [bbotk] 33.05000 24.67598 165 NA 3290 0.20 0.029205566
## INFO [12:40:02.372] [bbotk] 30.80147 28.54386 165 NA 3291 0.00 0.030778487
## INFO [12:40:02.372] [bbotk] 32.13591 28.53185 165 NA 3292 0.00 0.156386149
## INFO [12:40:02.372] [bbotk] 33.05000 30.48000 165 NA 3293 0.10 0.058823529
## INFO [12:40:02.372] [bbotk] 33.84722 30.48000 165 NA 3294 0.10 0.029260981
## INFO [12:40:02.372] [bbotk] 33.05000 30.48000 165 NA 3295 0.10 0.005004649
## INFO [12:40:02.372] [bbotk] 33.05000 29.91799 165 NA 3296 0.10 0.061651544
## INFO [12:40:02.372] [bbotk] 33.05000 29.25203 165 NA 3297 0.05 0.011123469
## INFO [12:40:02.372] [bbotk] 31.30563 29.75810 165 NA 3298 0.15 0.021753374
## INFO [12:40:02.372] [bbotk] 33.05000 30.48000 165 NA 3299 0.05 0.080041265
## INFO [12:40:02.372] [bbotk] 33.05000 30.41681 165 NA 3300 0.05 0.012217951
## INFO [12:40:02.372] [bbotk] no_changed dist_train
## INFO [12:40:02.372] [bbotk] 4 0.1592475
## INFO [12:40:02.372] [bbotk] 1 0.2088525
## INFO [12:40:02.372] [bbotk] 6 0.2548524
## INFO [12:40:02.372] [bbotk] 5 0.2316301
## INFO [12:40:02.372] [bbotk] 0 0.1500290
## INFO [12:40:02.372] [bbotk] 5 0.2358478
## INFO [12:40:02.372] [bbotk] 4 0.2192706
## INFO [12:40:02.372] [bbotk] 4 0.2231070
## INFO [12:40:02.372] [bbotk] 3 0.1595595
## INFO [12:40:02.372] [bbotk] 1 0.1760141
## INFO [12:40:02.372] [bbotk] 4 0.1400500
## INFO [12:40:02.372] [bbotk] 6 0.1816815
## INFO [12:40:02.372] [bbotk] 1 0.2088525
## INFO [12:40:02.372] [bbotk] 3 0.1706465
## INFO [12:40:02.372] [bbotk] 2 0.1550336
## INFO [12:40:02.372] [bbotk] 2 0.1496365
## INFO [12:40:02.372] [bbotk] 2 0.1532176
## INFO [12:40:02.372] [bbotk] 3 0.1679596
## INFO [12:40:02.372] [bbotk] 3 0.1284556
## INFO [12:40:02.372] [bbotk] 3 0.1521231
## INFO [12:40:02.642] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:02.803] [bbotk] Result of batch 166:
## INFO [12:40:02.810] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:02.810] [bbotk] 1 2 886.0000 0.720000 734.1558 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 7 8 909.3611 0.720000 414.3407 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 886.0000 0.720000 129.1600 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 886.0000 0.720000 129.1600 32.29000 29.02382
## INFO [12:40:02.810] [bbotk] 1 8 912.4753 0.727992 129.1600 32.29000 32.63148
## INFO [12:40:02.810] [bbotk] 1 8 886.0000 0.720000 129.1600 32.29000 31.82551
## INFO [12:40:02.810] [bbotk] 1 5 965.7079 0.720000 129.1600 32.88906 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 906.9228 0.720000 129.1600 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 914.8064 0.720000 129.1600 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 886.0000 0.720000 129.1600 32.29000 32.19481
## INFO [12:40:02.810] [bbotk] 9 8 886.0000 0.720000 129.1600 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 886.0000 0.720000 683.9029 32.29000 30.92689
## INFO [12:40:02.810] [bbotk] 6 8 905.7116 0.720000 217.8143 32.29000 25.07047
## INFO [12:40:02.810] [bbotk] 7 4 866.4097 0.720000 50.2292 21.81612 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 886.0000 0.720000 952.7713 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 867.2339 0.720000 129.1600 32.29000 26.17724
## INFO [12:40:02.810] [bbotk] 5 8 886.0000 0.720000 129.1600 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 972.2522 0.720000 129.1600 32.29000 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 886.0000 0.720000 289.1219 28.70648 32.81500
## INFO [12:40:02.810] [bbotk] 1 8 886.0000 0.720000 129.1600 32.29000 30.37592
## INFO [12:40:02.810] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:02.810] [bbotk] 25.87223 25.74998 166 NA 3301 0.15 0.142424019
## INFO [12:40:02.810] [bbotk] 33.05000 30.48000 166 NA 3302 0.10 0.084748081
## INFO [12:40:02.810] [bbotk] 33.05000 28.95344 166 NA 3303 0.20 0.007681573
## INFO [12:40:02.810] [bbotk] 33.05000 30.48000 166 NA 3304 0.10 0.014700761
## INFO [12:40:02.810] [bbotk] 24.85988 21.47440 166 NA 3305 0.25 0.082232588
## INFO [12:40:02.810] [bbotk] 33.20411 28.86858 166 NA 3306 0.15 0.012425605
## INFO [12:40:02.810] [bbotk] 33.05000 29.36375 166 NA 3307 0.00 0.095140427
## INFO [12:40:02.810] [bbotk] 33.05000 28.61082 166 NA 3308 0.00 0.016819776
## INFO [12:40:02.810] [bbotk] 31.04335 29.03133 166 NA 3309 0.00 0.023749450
## INFO [12:40:02.810] [bbotk] 31.16175 30.48000 166 NA 3310 0.10 0.008288013
## INFO [12:40:02.810] [bbotk] 32.74885 30.48000 166 NA 3311 0.10 0.059761797
## INFO [12:40:02.810] [bbotk] 33.05000 28.99073 166 NA 3312 0.05 0.049141610
## INFO [12:40:02.810] [bbotk] 29.46483 29.27826 166 NA 3313 0.05 0.118541907
## INFO [12:40:02.810] [bbotk] 33.05000 29.04051 166 NA 3314 0.20 0.179636170
## INFO [12:40:02.810] [bbotk] 33.05000 24.94019 166 NA 3315 0.15 0.078839328
## INFO [12:40:02.810] [bbotk] 33.05000 30.48000 166 NA 3316 0.15 0.032388686
## INFO [12:40:02.810] [bbotk] 29.95741 29.73425 166 NA 3317 0.10 0.072211537
## INFO [12:40:02.810] [bbotk] 33.14603 30.48000 166 NA 3318 0.10 0.030863408
## INFO [12:40:02.810] [bbotk] 33.05000 30.48000 166 NA 3319 0.10 0.024582554
## INFO [12:40:02.810] [bbotk] 33.05000 30.37188 166 NA 3320 0.05 0.010001864
## INFO [12:40:02.810] [bbotk] no_changed dist_train
## INFO [12:40:02.810] [bbotk] 4 0.2304090
## INFO [12:40:02.810] [bbotk] 3 0.2325327
## INFO [12:40:02.810] [bbotk] 1 0.1544901
## INFO [12:40:02.810] [bbotk] 1 0.1560863
## INFO [12:40:02.810] [bbotk] 5 0.1963745
## INFO [12:40:02.810] [bbotk] 3 0.1528757
## INFO [12:40:02.810] [bbotk] 4 0.1817080
## INFO [12:40:02.810] [bbotk] 2 0.1500289
## INFO [12:40:02.810] [bbotk] 3 0.1405916
## INFO [12:40:02.810] [bbotk] 2 0.1560530
## INFO [12:40:02.810] [bbotk] 2 0.2097908
## INFO [12:40:02.810] [bbotk] 3 0.1838520
## INFO [12:40:02.810] [bbotk] 6 0.2201543
## INFO [12:40:02.810] [bbotk] 6 0.2244384
## INFO [12:40:02.810] [bbotk] 2 0.2256478
## INFO [12:40:02.810] [bbotk] 2 0.1737742
## INFO [12:40:02.810] [bbotk] 3 0.2153386
## INFO [12:40:02.810] [bbotk] 2 0.1696906
## INFO [12:40:02.810] [bbotk] 2 0.1689674
## INFO [12:40:02.810] [bbotk] 2 0.1543392
## INFO [12:40:03.047] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:03.232] [bbotk] Result of batch 167:
## INFO [12:40:03.240] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:40:03.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 1 8 886.0000 0.7330165 137.1097 32.29000
## INFO [12:40:03.240] [bbotk] 1 8 914.4212 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 1 1 900.3738 0.7190453 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 1 8 886.0000 0.6890970 129.1600 35.11628
## INFO [12:40:03.240] [bbotk] 1 4 921.4238 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 1 0 884.9350 0.7200000 129.1600 30.94009
## INFO [12:40:03.240] [bbotk] 1 8 1017.2721 0.6987600 129.1600 25.02511
## INFO [12:40:03.240] [bbotk] 1 8 1012.7023 0.7200000 129.1600 24.76259
## INFO [12:40:03.240] [bbotk] 10 8 886.0000 0.7378853 680.8397 25.36514
## INFO [12:40:03.240] [bbotk] 1 8 947.4692 0.7602426 885.6722 32.29000
## INFO [12:40:03.240] [bbotk] 1 8 878.7769 0.7200000 573.1162 32.29000
## INFO [12:40:03.240] [bbotk] 1 8 987.9993 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 9 0 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 1 8 886.0000 0.7135336 129.1600 33.91905
## INFO [12:40:03.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 3 8 876.8554 0.7200000 411.4322 32.29000
## INFO [12:40:03.240] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] 1 4 877.0890 0.7200000 129.1600 32.29000
## INFO [12:40:03.240] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:40:03.240] [bbotk] 32.19481 33.05000 25.93277 167 NA 3321 0.10
## INFO [12:40:03.240] [bbotk] 32.81500 37.84411 28.76763 167 NA 3322 0.20
## INFO [12:40:03.240] [bbotk] 32.81500 32.87676 28.60808 167 NA 3323 0.05
## INFO [12:40:03.240] [bbotk] 28.10435 26.44926 29.30527 167 NA 3324 0.10
## INFO [12:40:03.240] [bbotk] 32.81500 33.05000 31.04236 167 NA 3325 0.15
## INFO [12:40:03.240] [bbotk] 32.81500 33.05000 24.67598 167 NA 3326 0.00
## INFO [12:40:03.240] [bbotk] 31.46698 33.05000 24.77246 167 NA 3327 0.10
## INFO [12:40:03.240] [bbotk] 32.81500 33.05000 30.48000 167 NA 3328 0.10
## INFO [12:40:03.240] [bbotk] 32.96643 33.05000 26.28018 167 NA 3329 0.10
## INFO [12:40:03.240] [bbotk] 29.97830 33.05000 28.76763 167 NA 3330 0.00
## INFO [12:40:03.240] [bbotk] 32.91809 33.07166 30.48000 167 NA 3331 0.15
## INFO [12:40:03.240] [bbotk] 29.78281 39.24650 30.97567 167 NA 3332 0.00
## INFO [12:40:03.240] [bbotk] 32.81500 33.05000 22.90394 167 NA 3333 0.20
## INFO [12:40:03.240] [bbotk] 32.14231 34.89201 30.13286 167 NA 3334 0.00
## INFO [12:40:03.240] [bbotk] 26.14906 33.05000 30.48000 167 NA 3335 0.10
## INFO [12:40:03.240] [bbotk] 31.92017 33.05000 30.48000 167 NA 3336 0.10
## INFO [12:40:03.240] [bbotk] 32.81500 33.05000 28.90768 167 NA 3337 0.20
## INFO [12:40:03.240] [bbotk] 35.91412 23.59349 28.85047 167 NA 3338 0.35
## INFO [12:40:03.240] [bbotk] 32.81500 33.05000 30.48000 167 NA 3339 0.10
## INFO [12:40:03.240] [bbotk] 29.63638 36.36744 29.05879 167 NA 3340 0.05
## INFO [12:40:03.240] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:40:03.240] [bbotk] 0.025286318 2 0.1685141
## INFO [12:40:03.240] [bbotk] 0.026172139 4 0.1694634
## INFO [12:40:03.240] [bbotk] 0.020030453 3 0.1468459
## INFO [12:40:03.240] [bbotk] 0.108815965 6 0.1365600
## INFO [12:40:03.240] [bbotk] 0.019460748 3 0.1603028
## INFO [12:40:03.240] [bbotk] 0.100581816 3 0.1325766
## INFO [12:40:03.240] [bbotk] 0.044154981 3 0.1613227
## INFO [12:40:03.240] [bbotk] 0.064732569 3 0.1556921
## INFO [12:40:03.240] [bbotk] 0.101478360 5 0.1971047
## INFO [12:40:03.240] [bbotk] 0.095359857 4 0.1759281
## INFO [12:40:03.240] [bbotk] 0.124726411 6 0.2691113
## INFO [12:40:03.240] [bbotk] 0.108727085 6 0.2245988
## INFO [12:40:03.240] [bbotk] 0.068152979 3 0.2149615
## INFO [12:40:03.240] [bbotk] 0.046238606 4 0.1763554
## INFO [12:40:03.240] [bbotk] 0.143495061 3 0.2347005
## INFO [12:40:03.240] [bbotk] 0.011201902 3 0.1612309
## INFO [12:40:03.240] [bbotk] 0.007911841 1 0.1547204
## INFO [12:40:03.240] [bbotk] 0.129210502 6 0.2635391
## INFO [12:40:03.240] [bbotk] 0.000000000 0 0.1500290
## INFO [12:40:03.240] [bbotk] 0.091794176 5 0.1402217
## INFO [12:40:03.529] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:03.684] [bbotk] Result of batch 168:
## INFO [12:40:03.691] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:40:03.691] [bbotk] 5 8 928.2313 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 0 905.5792 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 8 886.0000 0.7200000 563.8898 32.29
## INFO [12:40:03.691] [bbotk] 8 8 886.0000 0.7032091 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 8 886.0000 0.6865624 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 9 914.8064 0.7048842 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 9 4 886.0000 0.7172196 696.2807 32.29
## INFO [12:40:03.691] [bbotk] 1 6 1008.6809 0.7167616 636.3422 32.29
## INFO [12:40:03.691] [bbotk] 1 3 928.0897 0.7200000 918.9174 32.29
## INFO [12:40:03.691] [bbotk] 1 8 927.6538 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 1 908.9046 0.7382497 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 8 921.4238 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 12 8 1018.6517 0.7037720 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 8 904.3641 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 3 8 916.9584 0.6805456 129.1600 32.29
## INFO [12:40:03.691] [bbotk] 1 3 886.0000 0.7200000 385.5200 32.29
## INFO [12:40:03.691] [bbotk] 1 0 886.0000 0.7200000 129.1600 32.29
## INFO [12:40:03.691] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:40:03.691] [bbotk] 32.81500 32.45479 28.62271 168 NA 3341 0.05
## INFO [12:40:03.691] [bbotk] 32.81500 33.05000 30.32175 168 NA 3342 0.05
## INFO [12:40:03.691] [bbotk] 32.19481 33.05000 30.48000 168 NA 3343 0.05
## INFO [12:40:03.691] [bbotk] 32.81500 33.05000 30.48000 168 NA 3344 0.05
## INFO [12:40:03.691] [bbotk] 27.27076 21.65602 23.47921 168 NA 3345 0.20
## INFO [12:40:03.691] [bbotk] 26.10905 33.05000 29.88689 168 NA 3346 0.00
## INFO [12:40:03.691] [bbotk] 34.98647 31.04335 30.48000 168 NA 3347 0.20
## INFO [12:40:03.691] [bbotk] 31.46698 33.05000 29.03133 168 NA 3348 0.10
## INFO [12:40:03.691] [bbotk] 32.81500 33.05000 29.03133 168 NA 3349 0.20
## INFO [12:40:03.691] [bbotk] 32.19481 24.49320 29.91799 168 NA 3350 0.05
## INFO [12:40:03.691] [bbotk] 32.81500 33.05000 30.48000 168 NA 3351 0.05
## INFO [12:40:03.691] [bbotk] 32.81500 33.05000 30.48000 168 NA 3352 0.00
## INFO [12:40:03.691] [bbotk] 32.81500 31.25553 30.47329 168 NA 3353 0.15
## INFO [12:40:03.691] [bbotk] 32.81500 33.05000 24.41517 168 NA 3354 0.10
## INFO [12:40:03.691] [bbotk] 32.81500 33.05000 30.48000 168 NA 3355 0.10
## INFO [12:40:03.691] [bbotk] 28.08074 33.05000 29.25030 168 NA 3356 0.00
## INFO [12:40:03.691] [bbotk] 32.81500 31.30563 30.48000 168 NA 3357 0.10
## INFO [12:40:03.691] [bbotk] 32.81500 27.11514 25.45633 168 NA 3358 0.20
## INFO [12:40:03.691] [bbotk] 32.81500 33.05000 30.48000 168 NA 3359 0.00
## INFO [12:40:03.691] [bbotk] 32.81500 37.93905 30.48000 168 NA 3360 0.10
## INFO [12:40:03.691] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:40:03.691] [bbotk] 0.084988780 4 0.2038036
## INFO [12:40:03.691] [bbotk] 0.066557899 3 0.1547533
## INFO [12:40:03.691] [bbotk] 0.002404880 1 0.1524338
## INFO [12:40:03.691] [bbotk] 0.026900135 1 0.1769291
## INFO [12:40:03.691] [bbotk] 0.153792965 5 0.2596789
## INFO [12:40:03.691] [bbotk] 0.034451275 3 0.1589405
## INFO [12:40:03.691] [bbotk] 0.086173413 5 0.1753410
## INFO [12:40:03.691] [bbotk] 0.012516746 2 0.1518243
## INFO [12:40:03.691] [bbotk] 0.007289622 1 0.1540981
## INFO [12:40:03.691] [bbotk] 0.185086486 7 0.2425242
## INFO [12:40:03.691] [bbotk] 0.134209035 4 0.2239970
## INFO [12:40:03.691] [bbotk] 0.122606853 3 0.2123948
## INFO [12:40:03.691] [bbotk] 0.020385101 3 0.1479629
## INFO [12:40:03.691] [bbotk] 0.100439888 4 0.1249159
## INFO [12:40:03.691] [bbotk] 0.012552721 1 0.1517883
## INFO [12:40:03.691] [bbotk] 0.133026918 5 0.2312197
## INFO [12:40:03.691] [bbotk] 0.011942322 2 0.1523987
## INFO [12:40:03.691] [bbotk] 0.120010538 5 0.2195048
## INFO [12:40:03.691] [bbotk] 0.074686527 2 0.1658920
## INFO [12:40:03.691] [bbotk] 0.074056123 2 0.1650123
## INFO [12:40:03.950] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:04.097] [bbotk] Result of batch 169:
## INFO [12:40:04.103] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:04.103] [bbotk] 1 8 886.0000 0.7200000 129.16000 33.33565 33.92809
## INFO [12:40:04.103] [bbotk] 1 8 910.8995 0.7589719 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 31.04643
## INFO [12:40:04.103] [bbotk] 1 8 886.0000 0.7014108 129.16000 25.78880 34.06369
## INFO [12:40:04.103] [bbotk] 1 3 888.0267 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 907.3572 0.7200000 552.64296 32.29000 24.37830
## INFO [12:40:04.103] [bbotk] 1 8 905.2662 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 926.1924 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 944.3500 0.7200000 129.16000 32.77081 25.70568
## INFO [12:40:04.103] [bbotk] 1 8 880.9873 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 886.0000 0.7200000 57.40442 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 887.7943 0.7200000 387.31195 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 906.9228 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 1 875.4410 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 921.4238 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 914.7636 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] 1 3 886.0000 0.7091607 129.16000 32.29000 32.81500
## INFO [12:40:04.103] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:04.103] [bbotk] 35.21749 30.48000 169 NA 3361 0.15 0.015354113
## INFO [12:40:04.103] [bbotk] 36.95388 30.48000 169 NA 3362 0.15 0.027354458
## INFO [12:40:04.103] [bbotk] 33.05000 30.48000 169 NA 3363 0.05 0.006857856
## INFO [12:40:04.103] [bbotk] 33.05000 28.89538 169 NA 3364 0.25 0.042493554
## INFO [12:40:04.103] [bbotk] 33.05000 29.40670 169 NA 3365 0.05 0.064942493
## INFO [12:40:04.103] [bbotk] 33.05000 30.48000 169 NA 3366 0.00 0.066486671
## INFO [12:40:04.103] [bbotk] 36.29573 30.48000 169 NA 3367 0.05 0.016939714
## INFO [12:40:04.103] [bbotk] 31.22097 30.48000 169 NA 3368 0.15 0.019941139
## INFO [12:40:04.103] [bbotk] 33.05000 28.76763 169 NA 3369 0.10 0.067440102
## INFO [12:40:04.103] [bbotk] 33.05000 30.48000 169 NA 3370 0.10 0.000000000
## INFO [12:40:04.103] [bbotk] 33.06277 30.48000 169 NA 3371 0.10 0.050254165
## INFO [12:40:04.103] [bbotk] 33.05000 30.48000 169 NA 3372 0.10 0.001776296
## INFO [12:40:04.103] [bbotk] 33.32061 30.48000 169 NA 3373 0.25 0.005283216
## INFO [12:40:04.103] [bbotk] 31.99848 30.48000 169 NA 3374 0.15 0.019885879
## INFO [12:40:04.103] [bbotk] 33.05000 28.61082 169 NA 3375 0.00 0.016819776
## INFO [12:40:04.103] [bbotk] 33.05000 30.48000 169 NA 3376 0.20 0.062565201
## INFO [12:40:04.103] [bbotk] 33.05000 24.67598 169 NA 3377 0.10 0.041758287
## INFO [12:40:04.103] [bbotk] 33.05000 28.87404 169 NA 3378 0.05 0.018273745
## INFO [12:40:04.103] [bbotk] 33.05000 24.85497 169 NA 3379 0.20 0.028304867
## INFO [12:40:04.103] [bbotk] 35.63319 21.40652 169 NA 3380 0.20 0.114300302
## INFO [12:40:04.103] [bbotk] no_changed dist_train
## INFO [12:40:04.103] [bbotk] 3 0.1509442
## INFO [12:40:04.103] [bbotk] 3 0.1724488
## INFO [12:40:04.103] [bbotk] 1 0.1568868
## INFO [12:40:04.103] [bbotk] 4 0.1648561
## INFO [12:40:04.103] [bbotk] 3 0.1515100
## INFO [12:40:04.103] [bbotk] 3 0.1927359
## INFO [12:40:04.103] [bbotk] 2 0.1633955
## INFO [12:40:04.103] [bbotk] 2 0.1473711
## INFO [12:40:04.103] [bbotk] 2 0.1554251
## INFO [12:40:04.103] [bbotk] 0 0.1500290
## INFO [12:40:04.103] [bbotk] 4 0.1661259
## INFO [12:40:04.103] [bbotk] 1 0.1518053
## INFO [12:40:04.103] [bbotk] 2 0.1550481
## INFO [12:40:04.103] [bbotk] 3 0.1686432
## INFO [12:40:04.103] [bbotk] 2 0.1500289
## INFO [12:40:04.103] [bbotk] 2 0.0949471
## INFO [12:40:04.103] [bbotk] 2 0.1646904
## INFO [12:40:04.103] [bbotk] 2 0.1460673
## INFO [12:40:04.103] [bbotk] 1 0.1751134
## INFO [12:40:04.103] [bbotk] 4 0.2020360
## INFO [12:40:04.338] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:04.522] [bbotk] Result of batch 170:
## INFO [12:40:04.528] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:04.528] [bbotk] 1 8 886.0000 0.7200000 741.9758 34.28904 32.81500
## INFO [12:40:04.528] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.528] [bbotk] 1 1 886.0000 0.7399269 103.0215 32.29000 32.81500
## INFO [12:40:04.528] [bbotk] 6 9 912.3532 0.7006829 161.0956 33.90051 32.81500
## INFO [12:40:04.528] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.528] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.528] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.528] [bbotk] 1 8 874.9335 0.7200000 129.1600 24.09847 31.67021
## INFO [12:40:04.528] [bbotk] 9 1 925.5928 0.7126705 129.1600 25.79524 32.19481
## INFO [12:40:04.528] [bbotk] 1 8 886.0000 0.7503064 129.1600 32.29000 32.81500
## INFO [12:40:04.528] [bbotk] 12 0 875.6105 0.7341175 129.1600 32.29000 33.14030
## INFO [12:40:04.528] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 34.93468
## INFO [12:40:04.528] [bbotk] 1 8 888.0267 0.7200000 129.1600 32.94966 32.81500
## INFO [12:40:04.528] [bbotk] 1 8 921.4238 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.528] [bbotk] 1 9 876.1151 0.7200000 129.1600 26.13956 32.81500
## INFO [12:40:04.528] [bbotk] 1 8 913.7442 0.7200000 129.1600 32.29000 33.06756
## INFO [12:40:04.528] [bbotk] 1 8 904.2788 0.7200000 129.1600 32.29000 31.42752
## INFO [12:40:04.528] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 33.55755
## INFO [12:40:04.528] [bbotk] 1 8 914.8064 0.7307347 129.1600 32.29000 33.06534
## INFO [12:40:04.528] [bbotk] 1 8 994.4770 0.7131433 798.0005 32.29000 31.83859
## INFO [12:40:04.528] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:04.528] [bbotk] 33.05000 27.69633 170 NA 3381 0.15 0.060118608
## INFO [12:40:04.528] [bbotk] 25.35958 28.87404 170 NA 3382 0.15 0.090865335
## INFO [12:40:04.528] [bbotk] 36.67757 23.37327 170 NA 3383 0.25 0.110759935
## INFO [12:40:04.528] [bbotk] 33.05000 24.67598 170 NA 3384 0.10 0.167923098
## INFO [12:40:04.528] [bbotk] 33.05000 30.48000 170 NA 3385 0.10 0.000000000
## INFO [12:40:04.528] [bbotk] 33.05000 30.48000 170 NA 3386 0.10 0.000000000
## INFO [12:40:04.528] [bbotk] 33.05000 29.99930 170 NA 3387 0.10 0.002418857
## INFO [12:40:04.528] [bbotk] 33.05000 30.48000 170 NA 3388 0.05 0.041927626
## INFO [12:40:04.528] [bbotk] 33.05000 30.48000 170 NA 3389 0.00 0.161893687
## INFO [12:40:04.528] [bbotk] 33.05000 27.22845 170 NA 3390 0.25 0.021313653
## INFO [12:40:04.528] [bbotk] 33.62161 29.25030 170 NA 3391 0.20 0.132865581
## INFO [12:40:04.528] [bbotk] 33.05000 30.48000 170 NA 3392 0.15 0.067042866
## INFO [12:40:04.528] [bbotk] 33.05000 30.48000 170 NA 3393 0.15 0.003421331
## INFO [12:40:04.528] [bbotk] 33.05000 24.67598 170 NA 3394 0.10 0.041758287
## INFO [12:40:04.528] [bbotk] 33.05000 30.48000 170 NA 3395 0.10 0.087529423
## INFO [12:40:04.528] [bbotk] 23.83682 30.32268 170 NA 3396 0.35 0.040307422
## INFO [12:40:04.528] [bbotk] 33.11443 30.48000 170 NA 3397 0.00 0.012058124
## INFO [12:40:04.528] [bbotk] 31.41336 28.86549 170 NA 3398 0.20 0.016102702
## INFO [12:40:04.528] [bbotk] 31.04335 26.45086 170 NA 3399 0.00 0.039459026
## INFO [12:40:04.528] [bbotk] 35.30382 30.48000 170 NA 3400 0.00 0.091754803
## INFO [12:40:04.528] [bbotk] no_changed dist_train
## INFO [12:40:04.528] [bbotk] 3 0.2069271
## INFO [12:40:04.528] [bbotk] 3 0.1435152
## INFO [12:40:04.528] [bbotk] 5 0.1363893
## INFO [12:40:04.528] [bbotk] 7 0.2544906
## INFO [12:40:04.528] [bbotk] 0 0.1500290
## INFO [12:40:04.528] [bbotk] 0 0.1500290
## INFO [12:40:04.528] [bbotk] 1 0.1492274
## INFO [12:40:04.528] [bbotk] 3 0.1774344
## INFO [12:40:04.528] [bbotk] 6 0.1926123
## INFO [12:40:04.528] [bbotk] 2 0.1648542
## INFO [12:40:04.528] [bbotk] 7 0.2167129
## INFO [12:40:04.528] [bbotk] 2 0.1576279
## INFO [12:40:04.528] [bbotk] 2 0.1520329
## INFO [12:40:04.528] [bbotk] 2 0.1646904
## INFO [12:40:04.528] [bbotk] 3 0.1784890
## INFO [12:40:04.528] [bbotk] 4 0.1696936
## INFO [12:40:04.528] [bbotk] 3 0.1526844
## INFO [12:40:04.528] [bbotk] 3 0.1539970
## INFO [12:40:04.528] [bbotk] 5 0.1545769
## INFO [12:40:04.528] [bbotk] 5 0.2207689
## INFO [12:40:04.779] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:04.918] [bbotk] Result of batch 171:
## INFO [12:40:04.924] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:04.924] [bbotk] 8 8 897.9851 0.6903293 822.7192 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 7 6 970.3271 0.7146653 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 1 8 886.0000 0.6992873 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 1 8 889.8415 0.7347037 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 1 8 878.2611 0.7624339 129.1600 27.75213 32.81500
## INFO [12:40:04.924] [bbotk] 10 7 975.6523 0.7200000 328.4394 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 12 8 944.7282 0.7200000 129.1600 26.62125 32.81500
## INFO [12:40:04.924] [bbotk] 1 0 910.0848 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 1 8 886.0000 0.6956833 129.1600 32.29000 29.49112
## INFO [12:40:04.924] [bbotk] 1 9 905.0635 0.7200000 129.1600 21.45499 31.45576
## INFO [12:40:04.924] [bbotk] 7 8 915.5067 0.7200000 469.1604 21.86100 32.81500
## INFO [12:40:04.924] [bbotk] 1 4 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 2 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 11 6 863.9369 0.7200000 129.1600 32.29000 24.95656
## INFO [12:40:04.924] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 1 8 918.7217 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 2 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:04.924] [bbotk] 1 5 940.1454 0.7200000 129.1600 29.43916 31.36213
## INFO [12:40:04.924] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:04.924] [bbotk] 35.72367 30.48000 171 NA 3401 0.00 0.119164875
## INFO [12:40:04.924] [bbotk] 29.10078 30.57685 171 NA 3402 0.35 0.161192538
## INFO [12:40:04.924] [bbotk] 33.05000 29.34753 171 NA 3403 0.10 0.009082955
## INFO [12:40:04.924] [bbotk] 26.35885 29.98267 171 NA 3404 0.30 0.027113657
## INFO [12:40:04.924] [bbotk] 29.36217 30.48000 171 NA 3405 0.25 0.039761161
## INFO [12:40:04.924] [bbotk] 33.05000 30.48000 171 NA 3406 0.15 0.161747101
## INFO [12:40:04.924] [bbotk] 25.29854 22.54073 171 NA 3407 0.25 0.064100868
## INFO [12:40:04.924] [bbotk] 35.84396 22.70559 171 NA 3408 0.15 0.150689075
## INFO [12:40:04.924] [bbotk] 33.05000 25.89030 171 NA 3409 0.00 0.090453343
## INFO [12:40:04.924] [bbotk] 21.71991 30.48000 171 NA 3410 0.25 0.052162672
## INFO [12:40:04.924] [bbotk] 31.19269 31.07282 171 NA 3411 0.10 0.124018709
## INFO [12:40:04.924] [bbotk] 25.77637 24.25222 171 NA 3412 0.35 0.187053651
## INFO [12:40:04.924] [bbotk] 33.05000 24.58265 171 NA 3413 0.15 0.088498704
## INFO [12:40:04.924] [bbotk] 23.66753 24.80596 171 NA 3414 0.25 0.116607572
## INFO [12:40:04.924] [bbotk] 26.35564 30.48000 171 NA 3415 0.25 0.176794679
## INFO [12:40:04.924] [bbotk] 33.05000 30.48000 171 NA 3416 0.10 0.000000000
## INFO [12:40:04.924] [bbotk] 33.05000 30.48000 171 NA 3417 0.10 0.011595233
## INFO [12:40:04.924] [bbotk] 31.04335 30.48000 171 NA 3418 0.10 0.006252030
## INFO [12:40:04.924] [bbotk] 33.05000 29.00409 171 NA 3419 0.20 0.066250216
## INFO [12:40:04.924] [bbotk] 30.15280 25.33921 171 NA 3420 0.00 0.130221098
## INFO [12:40:04.924] [bbotk] no_changed dist_train
## INFO [12:40:04.924] [bbotk] 5 0.2593734
## INFO [12:40:04.924] [bbotk] 6 0.2509805
## INFO [12:40:04.924] [bbotk] 2 0.1552581
## INFO [12:40:04.924] [bbotk] 4 0.1692368
## INFO [12:40:04.924] [bbotk] 4 0.1704372
## INFO [12:40:04.924] [bbotk] 4 0.2515351
## INFO [12:40:04.924] [bbotk] 2 0.1984295
## INFO [12:40:04.924] [bbotk] 5 0.2532566
## INFO [12:40:04.924] [bbotk] 3 0.1770209
## INFO [12:40:04.924] [bbotk] 3 0.1718927
## INFO [12:40:04.924] [bbotk] 6 0.2081061
## INFO [12:40:04.924] [bbotk] 6 0.2805142
## INFO [12:40:04.924] [bbotk] 2 0.1431724
## INFO [12:40:04.924] [bbotk] 3 0.2509362
## INFO [12:40:04.924] [bbotk] 5 0.2680001
## INFO [12:40:04.924] [bbotk] 0 0.1500290
## INFO [12:40:04.924] [bbotk] 1 0.1527458
## INFO [12:40:04.924] [bbotk] 1 0.1562810
## INFO [12:40:04.924] [bbotk] 2 0.2130587
## INFO [12:40:04.924] [bbotk] 6 0.1683545
## INFO [12:40:05.125] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:05.281] [bbotk] Result of batch 172:
## INFO [12:40:05.287] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:40:05.287] [bbotk] 1 8 899.8214 0.7200000 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 2 8 987.4691 0.6984677 32.67672 32.29000
## INFO [12:40:05.287] [bbotk] 1 8 914.7636 0.7200000 129.16000 21.94625
## INFO [12:40:05.287] [bbotk] 1 1 906.9228 0.7399269 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 0 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 8 915.1271 0.7200000 129.16000 25.37303
## INFO [12:40:05.287] [bbotk] 1 5 914.8064 0.7200000 93.64162 32.29000
## INFO [12:40:05.287] [bbotk] 1 3 880.7635 0.7200000 129.16000 31.49949
## INFO [12:40:05.287] [bbotk] 1 8 882.8930 0.7200000 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 8 1000.0151 0.6827775 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 6 8 1015.7896 0.7345746 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 8 888.0267 0.7200000 331.73496 23.20442
## INFO [12:40:05.287] [bbotk] 1 8 886.0000 0.7200000 506.06205 32.29000
## INFO [12:40:05.287] [bbotk] 1 4 921.4238 0.7200000 925.58754 32.29000
## INFO [12:40:05.287] [bbotk] 1 4 920.3716 0.7316452 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 3 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] 1 8 886.0000 0.7200000 129.16000 32.29000
## INFO [12:40:05.287] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 30.48000 172 NA 3421 0.05
## INFO [12:40:05.287] [bbotk] 29.94128 33.05000 29.08692 172 NA 3422 0.15
## INFO [12:40:05.287] [bbotk] 28.01690 26.36666 30.48000 172 NA 3423 0.30
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 28.61082 172 NA 3424 0.00
## INFO [12:40:05.287] [bbotk] 22.82667 33.05000 30.48000 172 NA 3425 0.10
## INFO [12:40:05.287] [bbotk] 33.05435 26.79581 29.04730 172 NA 3426 0.25
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 23.49347 172 NA 3427 0.00
## INFO [12:40:05.287] [bbotk] 35.91161 33.05000 30.48000 172 NA 3428 0.15
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 24.46707 172 NA 3429 0.25
## INFO [12:40:05.287] [bbotk] 31.53990 31.20504 26.64109 172 NA 3430 0.00
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 29.25030 172 NA 3431 0.15
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 30.48000 172 NA 3432 0.10
## INFO [12:40:05.287] [bbotk] 32.19481 33.05000 30.48000 172 NA 3433 0.05
## INFO [12:40:05.287] [bbotk] 32.32330 33.49876 30.48000 172 NA 3434 0.05
## INFO [12:40:05.287] [bbotk] 33.11776 33.05000 24.67598 172 NA 3435 0.00
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 23.67264 172 NA 3436 0.00
## INFO [12:40:05.287] [bbotk] 31.42752 33.05000 30.48000 172 NA 3437 0.05
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 30.48000 172 NA 3438 0.00
## INFO [12:40:05.287] [bbotk] 32.81500 31.04335 29.03133 172 NA 3439 0.10
## INFO [12:40:05.287] [bbotk] 32.81500 33.05000 21.86185 172 NA 3440 0.20
## INFO [12:40:05.287] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:40:05.287] [bbotk] 0.004897744 1 0.1535093
## INFO [12:40:05.287] [bbotk] 0.122421592 6 0.2093111
## INFO [12:40:05.287] [bbotk] 0.092007154 4 0.1793424
## INFO [12:40:05.287] [bbotk] 0.078899328 4 0.1033754
## INFO [12:40:05.287] [bbotk] 0.097554487 2 0.1887599
## INFO [12:40:05.287] [bbotk] 0.066288890 5 0.1619034
## INFO [12:40:05.287] [bbotk] 0.106385035 4 0.1929377
## INFO [12:40:05.287] [bbotk] 0.075925949 4 0.1662651
## INFO [12:40:05.287] [bbotk] 0.031357770 2 0.1781663
## INFO [12:40:05.287] [bbotk] 0.076494202 5 0.1654684
## INFO [12:40:05.287] [bbotk] 0.006187807 1 0.1529963
## INFO [12:40:05.287] [bbotk] 0.107197084 3 0.2460243
## INFO [12:40:05.287] [bbotk] 0.052888607 4 0.1910274
## INFO [12:40:05.287] [bbotk] 0.026626673 3 0.1764064
## INFO [12:40:05.287] [bbotk] 0.151036997 5 0.1830318
## INFO [12:40:05.287] [bbotk] 0.107160534 4 0.1391553
## INFO [12:40:05.287] [bbotk] 0.005380122 1 0.1554091
## INFO [12:40:05.287] [bbotk] 0.058823529 1 0.1500290
## INFO [12:40:05.287] [bbotk] 0.013541652 2 0.1507994
## INFO [12:40:05.287] [bbotk] 0.043366118 1 0.1901746
## INFO [12:40:05.469] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:05.608] [bbotk] Result of batch 173:
## INFO [12:40:05.613] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:05.613] [bbotk] 1 8 886.0000 0.7108623 129.1600 26.51401 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 921.7657 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 920.0932 0.7200000 372.4088 31.96991 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 858.6928 0.7200000 793.0199 25.37711 32.81500
## INFO [12:40:05.613] [bbotk] 3 3 886.0000 0.6671880 215.3719 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 904.3641 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 12 8 896.9957 0.7165203 521.9667 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 881.4653 0.7019806 129.1600 32.29000 30.52193
## INFO [12:40:05.613] [bbotk] 1 8 914.7636 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 906.3018 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 1 886.0000 0.7412427 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 4 961.7781 0.7200000 129.1600 32.29000 30.83114
## INFO [12:40:05.613] [bbotk] 1 5 897.4561 0.7200000 129.1600 26.28681 23.75835
## INFO [12:40:05.613] [bbotk] 3 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 1 906.9228 0.7399269 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 8 916.9584 0.7200000 462.2945 32.29000 32.81500
## INFO [12:40:05.613] [bbotk] 1 3 886.0000 0.7200000 129.1600 32.29000 21.37245
## INFO [12:40:05.613] [bbotk] 1 8 970.0940 0.7342418 129.1600 32.29000 30.77140
## INFO [12:40:05.613] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:05.613] [bbotk] 33.05000 28.77264 173 NA 3441 0.20 0.033753122
## INFO [12:40:05.613] [bbotk] 33.05000 29.03133 173 NA 3442 0.05 0.017497420
## INFO [12:40:05.613] [bbotk] 33.05000 29.87180 173 NA 3443 0.05 0.015734330
## INFO [12:40:05.613] [bbotk] 33.05000 30.48000 173 NA 3444 0.10 0.028444550
## INFO [12:40:05.613] [bbotk] 33.05000 24.67811 173 NA 3445 0.20 0.108277049
## INFO [12:40:05.613] [bbotk] 33.05000 25.25313 173 NA 3446 0.10 0.157912444
## INFO [12:40:05.613] [bbotk] 31.30563 29.75810 173 NA 3447 0.00 0.015574878
## INFO [12:40:05.613] [bbotk] 33.05000 30.48000 173 NA 3448 0.00 0.087594561
## INFO [12:40:05.613] [bbotk] 33.05000 30.48000 173 NA 3449 0.05 0.013442906
## INFO [12:40:05.613] [bbotk] 33.05000 28.87404 173 NA 3450 0.05 0.018273745
## INFO [12:40:05.613] [bbotk] 33.05000 28.62879 173 NA 3451 0.00 0.016509348
## INFO [12:40:05.613] [bbotk] 33.05000 28.80503 173 NA 3452 0.15 0.070722923
## INFO [12:40:05.613] [bbotk] 33.05000 30.48000 173 NA 3453 0.05 0.093368817
## INFO [12:40:05.613] [bbotk] 33.05000 30.48000 173 NA 3454 0.05 0.122601050
## INFO [12:40:05.613] [bbotk] 33.05000 30.48000 173 NA 3455 0.10 0.058823529
## INFO [12:40:05.613] [bbotk] 33.05000 30.48000 173 NA 3456 0.15 0.069493726
## INFO [12:40:05.613] [bbotk] 33.05000 29.91799 173 NA 3457 0.10 0.002828015
## INFO [12:40:05.613] [bbotk] 33.05000 29.06678 173 NA 3458 0.05 0.038695264
## INFO [12:40:05.613] [bbotk] 33.05000 29.09833 173 NA 3459 0.05 0.110145916
## INFO [12:40:05.613] [bbotk] 33.05000 30.48000 173 NA 3460 0.05 0.040050870
## INFO [12:40:05.613] [bbotk] no_changed dist_train
## INFO [12:40:05.613] [bbotk] 3 0.15884830
## INFO [12:40:05.613] [bbotk] 2 0.14684363
## INFO [12:40:05.613] [bbotk] 2 0.14860672
## INFO [12:40:05.613] [bbotk] 3 0.16599991
## INFO [12:40:05.613] [bbotk] 4 0.23635841
## INFO [12:40:05.613] [bbotk] 5 0.24589742
## INFO [12:40:05.613] [bbotk] 3 0.14876617
## INFO [12:40:05.613] [bbotk] 4 0.23620609
## INFO [12:40:05.613] [bbotk] 3 0.15411194
## INFO [12:40:05.613] [bbotk] 2 0.14606730
## INFO [12:40:05.613] [bbotk] 2 0.15015860
## INFO [12:40:05.613] [bbotk] 3 0.09661640
## INFO [12:40:05.613] [bbotk] 3 0.13476645
## INFO [12:40:05.613] [bbotk] 4 0.20821469
## INFO [12:40:05.613] [bbotk] 1 0.20885249
## INFO [12:40:05.613] [bbotk] 3 0.09719022
## INFO [12:40:05.613] [bbotk] 1 0.14963652
## INFO [12:40:05.613] [bbotk] 3 0.16687306
## INFO [12:40:05.613] [bbotk] 3 0.19813090
## INFO [12:40:05.613] [bbotk] 3 0.16302945
## INFO [12:40:05.890] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:06.021] [bbotk] Result of batch 174:
## INFO [12:40:06.027] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP medianaParcialesP
## INFO [12:40:06.027] [bbotk] 1 8 944.3984 0.7200000 787.6355 33.9158 31.36392
## INFO [12:40:06.027] [bbotk] 1 3 918.7345 0.7200000 821.7072 32.2900 27.77354
## INFO [12:40:06.027] [bbotk] 1 4 886.0000 0.7316338 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 1 1 914.8064 0.7348578 129.1600 32.2900 25.37954
## INFO [12:40:06.027] [bbotk] 6 8 925.5928 0.7200000 129.1600 32.2900 27.46821
## INFO [12:40:06.027] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.2900 31.46698
## INFO [12:40:06.027] [bbotk] 8 6 913.9409 0.7200000 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 3 8 886.0000 0.7288133 710.5312 32.2900 28.20522
## INFO [12:40:06.027] [bbotk] 1 8 886.0000 0.7200000 516.0078 32.2900 30.87611
## INFO [12:40:06.027] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.2900 31.04855
## INFO [12:40:06.027] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 8 9 886.0000 0.7200000 717.4487 32.2900 26.27652
## INFO [12:40:06.027] [bbotk] 1 8 945.0405 0.7431711 941.3624 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 1 4 886.0000 0.7109237 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 1 8 910.9924 0.7200000 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 1 8 902.3840 0.7200000 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 1 4 921.4238 0.7200000 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 1 8 902.0452 0.7200000 129.1600 32.2900 32.81500
## INFO [12:40:06.027] [bbotk] 6 8 975.8535 0.7200000 129.1600 32.2900 32.23258
## INFO [12:40:06.027] [bbotk] maximoParcialesP minimoParcialesP dob eol x_id dist_target dist_x_interest
## INFO [12:40:06.027] [bbotk] 22.03971 27.59645 174 NA 3461 0.05 0.122542049
## INFO [12:40:06.027] [bbotk] 33.05000 23.40867 174 NA 3462 0.10 0.168408062
## INFO [12:40:06.027] [bbotk] 22.91098 29.91281 174 NA 3463 0.15 0.095168237
## INFO [12:40:06.027] [bbotk] 33.05000 30.48000 174 NA 3464 0.10 0.100290958
## INFO [12:40:06.027] [bbotk] 33.05000 30.48000 174 NA 3465 0.10 0.093586424
## INFO [12:40:06.027] [bbotk] 33.05000 29.03133 174 NA 3466 0.00 0.022724543
## INFO [12:40:06.027] [bbotk] 33.05000 28.62879 174 NA 3467 0.00 0.136863383
## INFO [12:40:06.027] [bbotk] 33.05000 29.75810 174 NA 3468 0.00 0.117745144
## INFO [12:40:06.027] [bbotk] 33.13986 30.48000 174 NA 3469 0.05 0.031735566
## INFO [12:40:06.027] [bbotk] 33.05000 30.48000 174 NA 3470 0.05 0.006849643
## INFO [12:40:06.027] [bbotk] 33.05000 30.48000 174 NA 3471 0.05 0.004897744
## INFO [12:40:06.027] [bbotk] 33.05000 27.28650 174 NA 3472 0.15 0.195472381
## INFO [12:40:06.027] [bbotk] 33.05000 30.48000 174 NA 3473 0.05 0.074964945
## INFO [12:40:06.027] [bbotk] 34.20299 29.04515 174 NA 3474 0.25 0.010812396
## INFO [12:40:06.027] [bbotk] 34.87360 25.91249 174 NA 3475 0.10 0.088971801
## INFO [12:40:06.027] [bbotk] 33.05000 30.48000 174 NA 3476 0.10 0.008856279
## INFO [12:40:06.027] [bbotk] 33.05000 30.48000 174 NA 3477 0.05 0.005805826
## INFO [12:40:06.027] [bbotk] 33.05000 24.67598 174 NA 3478 0.00 0.100581816
## INFO [12:40:06.027] [bbotk] 33.05000 28.03494 174 NA 3479 0.00 0.017989177
## INFO [12:40:06.027] [bbotk] 33.05000 29.70700 174 NA 3480 0.00 0.096812012
## INFO [12:40:06.027] [bbotk] no_changed dist_train
## INFO [12:40:06.027] [bbotk] 6 0.2201034
## INFO [12:40:06.027] [bbotk] 5 0.2332463
## INFO [12:40:06.027] [bbotk] 4 0.1582722
## INFO [12:40:06.027] [bbotk] 4 0.1279875
## INFO [12:40:06.027] [bbotk] 3 0.2094581
## INFO [12:40:06.027] [bbotk] 3 0.1416165
## INFO [12:40:06.027] [bbotk] 4 0.2234309
## INFO [12:40:06.027] [bbotk] 5 0.2518656
## INFO [12:40:06.027] [bbotk] 3 0.1810401
## INFO [12:40:06.027] [bbotk] 1 0.1568786
## INFO [12:40:06.027] [bbotk] 1 0.1535093
## INFO [12:40:06.027] [bbotk] 5 0.2834574
## INFO [12:40:06.027] [bbotk] 3 0.2137922
## INFO [12:40:06.027] [bbotk] 2 0.1573717
## INFO [12:40:06.027] [bbotk] 4 0.1406794
## INFO [12:40:06.027] [bbotk] 1 0.1554848
## INFO [12:40:06.027] [bbotk] 1 0.1544174
## INFO [12:40:06.027] [bbotk] 3 0.1325766
## INFO [12:40:06.027] [bbotk] 2 0.1546552
## INFO [12:40:06.027] [bbotk] 4 0.2233430
## INFO [12:40:06.177] [bbotk] Evaluating 20 configuration(s)
## INFO [12:40:06.326] [bbotk] Result of batch 175:
## INFO [12:40:06.332] [bbotk] heatF laneF pointP reactiontimeP swimtimeP mediaParcialesP
## INFO [12:40:06.332] [bbotk] 1 8 902.3840 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 1009.3246 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 0 907.3572 0.7200000 129.1600 31.65541
## INFO [12:40:06.332] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 6 2 886.0000 0.7158361 129.1600 26.95128
## INFO [12:40:06.332] [bbotk] 1 8 886.0000 0.7200000 958.7907 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 914.7636 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 899.8214 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 4 886.0000 0.7200000 129.1600 25.15278
## INFO [12:40:06.332] [bbotk] 1 8 914.8064 0.7200000 129.1600 28.41600
## INFO [12:40:06.332] [bbotk] 1 8 948.6498 0.7200000 129.1600 24.10550
## INFO [12:40:06.332] [bbotk] 3 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 916.9584 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 7 8 886.0000 0.7136883 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 926.7875 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 901.4947 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 914.8064 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] 1 8 886.0000 0.7200000 129.1600 32.29000
## INFO [12:40:06.332] [bbotk] medianaParcialesP maximoParcialesP minimoParcialesP dob eol x_id dist_target
## INFO [12:40:06.332] [bbotk] 32.81500 33.05000 28.76763 175 NA 3481 0.00
## INFO [12:40:06.332] [bbotk] 22.01953 33.71268 28.61082 175 NA 3482 0.00
## INFO [12:40:06.332] [bbotk] 33.91383 33.05000 25.76746 175 NA 3483 0.05
## INFO [12:40:06.332] [bbotk] 30.92949 33.05000 29.25030 175 NA 3484 0.05
## INFO [12:40:06.332] [bbotk] 32.81500 33.05000 28.54786 175 NA 3485 0.15
## INFO [12:40:06.332] [bbotk] 35.72326 33.05000 30.48000 175 NA 3486 0.15
## INFO [12:40:06.332] [bbotk] 32.81500 39.66712 30.48000 175 NA 3487 0.05
## INFO [12:40:06.332] [bbotk] 32.81500 33.05000 28.87404 175 NA 3488 0.05
## INFO [12:40:06.332] [bbotk] 32.19481 33.05000 30.48000 175 NA 3489 0.05
## INFO [12:40:06.332] [bbotk] 32.81500 33.05000 30.48000 175 NA 3490 0.05
## INFO [12:40:06.332] [bbotk] 32.81500 37.94809 22.45240 175 NA 3491 0.20
## INFO [12:40:06.332] [bbotk] 32.21096 33.05000 27.59179 175 NA 3492 0.00
## INFO [12:40:06.332] [bbotk] 32.81500 33.05000 30.48000 175 NA 3493 0.10
## INFO [12:40:06.332] [bbotk] 32.81500 25.65898 30.48000 175 NA 3494 0.30
## INFO [12:40:06.332] [bbotk] 31.53990 33.05000 29.25203 175 NA 3495 0.00
## INFO [12:40:06.332] [bbotk] 29.19791 33.05000 30.48000 175 NA 3496 0.10
## INFO [12:40:06.332] [bbotk] 32.81500 33.05000 30.48000 175 NA 3497 0.10
## INFO [12:40:06.332] [bbotk] 32.81500 31.47885 32.79468 175 NA 3498 0.15
## INFO [12:40:06.332] [bbotk] 32.81500 33.05000 29.03133 175 NA 3499 0.05
## INFO [12:40:06.332] [bbotk] 32.81500 33.05000 30.48000 175 NA 3500 0.10
## INFO [12:40:06.332] [bbotk] dist_x_interest no_changed dist_train
## INFO [12:40:06.332] [bbotk] 0.014422398 2 0.1508483
## INFO [12:40:06.332] [bbotk] 0.097032189 4 0.1966004
## INFO [12:40:06.332] [bbotk] 0.096966198 5 0.1826675
## INFO [12:40:06.332] [bbotk] 0.013499095 2 0.1508420
## INFO [12:40:06.332] [bbotk] 0.149926743 5 0.2376659
## INFO [12:40:06.332] [bbotk] 0.062612869 2 0.2120214
## INFO [12:40:06.332] [bbotk] 0.030824432 2 0.1747499
## INFO [12:40:06.332] [bbotk] 0.018273745 2 0.1460673
## INFO [12:40:06.332] [bbotk] 0.002404880 1 0.1524338
## INFO [12:40:06.332] [bbotk] 0.004897744 1 0.1535093
## INFO [12:40:06.332] [bbotk] 0.143725474 4 0.1719071
## INFO [12:40:06.332] [bbotk] 0.042958193 4 0.1459395
## INFO [12:40:06.332] [bbotk] 0.055738729 2 0.1746098
## INFO [12:40:06.332] [bbotk] 0.081851375 2 0.2318803
## INFO [12:40:06.332] [bbotk] 0.022093856 3 0.1422472
## INFO [12:40:06.332] [bbotk] 0.073880556 3 0.2132034
## INFO [12:40:06.332] [bbotk] 0.014453398 1 0.1532806
## INFO [12:40:06.332] [bbotk] 0.022033205 3 0.1656026
## INFO [12:40:06.332] [bbotk] 0.017497420 2 0.1468436
## INFO [12:40:06.332] [bbotk] 0.000000000 0 0.1500290## `x_interest` was removed from results.Veamos cuantos contrafácticos se logran.
print(cfactuals)## 97 Counterfactual(s)
##
## Desired class: 1
## Desired predicted probability range: [0.6, 1]
##
## Head:
## distance stroke gender continente heatF laneF edad heatP laneP pointP
## <fctr> <fctr> <fctr> <fctr> <fctr> <fctr> <num> <fctr> <fctr> <num>
## 1: 200 BACK F Europe 1 3 29 1 3 886.0000
## 2: 200 BACK F Europe 1 4 29 1 3 886.0000
## 3: 200 BACK F Europe 1 8 29 1 3 901.3415
## reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
## <num> <num> <num> <num> <num>
## 1: 0.7200000 129.16 1749 32.29 32.81500
## 2: 0.7200000 129.16 1749 32.29 32.31342
## 3: 0.6606824 129.16 1749 32.29 32.81500
## maximoParcialesP minimoParcialesP
## <num> <num>
## 1: 33.05 30.4800
## 2: 33.05 30.4800
## 3: 33.05 29.6312head(cfactuals$predict(), 3)## 0 1
## 1 0.4 0.6
## 2 0.4 0.6
## 3 0.4 0.6Estos 90 contrafácticos representan combinaciones alternativas de valores en las características (variables explicativas) que, de ser alcanzadas, moverían al caso específico (x_interest) hacia la clase deseada con una probabilidad entre 0.6 y 1.
Filtramos por aquellos que son válidos, es decir, aquellos que tienen la predicción deseada
# Filtramos por aquellos que son válidos, es decir, aquellos que tienen la predicción deseada
cfactuals$subset_to_valid()
nrow(cfactuals$data)## [1] 32head(cfactuals$data,3)## distance stroke gender continente heatF laneF edad heatP laneP pointP
## <fctr> <fctr> <fctr> <fctr> <fctr> <fctr> <num> <fctr> <fctr> <num>
## 1: 200 BACK F Europe 1 3 29 1 3 886.0000
## 2: 200 BACK F Europe 1 4 29 1 3 886.0000
## 3: 200 BACK F Europe 1 8 29 1 3 901.3415
## reactiontimeP swimtimeP daytimeP mediaParcialesP medianaParcialesP
## <num> <num> <num> <num> <num>
## 1: 0.7200000 129.16 1749 32.29 32.81500
## 2: 0.7200000 129.16 1749 32.29 32.31342
## 3: 0.6606824 129.16 1749 32.29 32.81500
## maximoParcialesP minimoParcialesP
## <num> <num>
## 1: 33.05 30.4800
## 2: 33.05 30.4800
## 3: 33.05 29.6312Es complicado de interpretar con las tablas. Procedemos a representar gráficamente los cambios sugeridos.
Este análisis proporciona visualizaciones clave para entender qué variables han sido más relevantes para los cambios contrafácticos generados y có.
# Pintamos las variables más importantes para lograr el cambio deseado
# Setting subset_zero = TRUE excludes all unchanged features from the plot.
cfactuals$plot_freq_of_feature_changes(subset_zero = TRUE)
# En azul el punto de interés y en gris los contrafácticos
cfactuals$plot_parallel(feature_names = names(
cfactuals$get_freq_of_feature_changes()), digits_min_max = 2L)
La gran mayoría de contrafácticos filtrados nadan la final en la calle 8. Nuestro nadador de interés nadó en la calle 4. Me indica que en la preliminar debería haber nadado más rápido.
Todos los contrafácticos nos indican que nuestro punto de interés debería aumentar sus puntos porque todos ellos tienen más puntos que el x_interest. Con el maximoParcialesP, no queda tan claro, pues hay contrafácticos con valores mayores y otros con valores menores.
rm(cfactuals, moc_classif,predictor,x_interest)Curvas ROC
df_test_arbol <- datos2015Target_test %>% select(target, distance, stroke, gender, continente,heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, sesionP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
df_test_arbol$distance<- as.factor(df_test_arbol$distance)La curva ROC mide la sensibilidad (tasa de verdaderos positivos) frente a la especificidad (1 - tasa de falsos positivos).
probs_arbol <- predict(arbol2, newdata = df_test_arbol[,-1], type = "prob")[, 2]
probs_knn2<- predict(modelo2knn, newdata = df_modelo2_knn_test[,-1], type = "prob")[, 2]
probs_bag2 <- predict(modeloBagging2, df_baggin_test, type = "prob")[, 2]
probs_random<-predict(rf2, newdata = df_test_random[,-1], type = "prob")[, 2]
roc_1 <- roc(df_test_arbol$target, probs_arbol)## Setting levels: control = 0, case = 1## Setting direction: controls < casesroc_2<- roc(df_modelo2_knn_test$target, probs_knn2)## Setting levels: control = 0, case = 1
## Setting direction: controls < casesroc_3<- roc(df_test_random$target, probs_random)## Setting levels: control = 0, case = 1
## Setting direction: controls < casesroc_4<- roc(df_baggin_test$target, probs_bag2)## Setting levels: control = 0, case = 1
## Setting direction: controls < cases#mirar los dataframes.
# Calcular el AUC para cada modelo
auc_1 <- pROC::auc(roc_1)
auc_2<- pROC::auc(roc_2)
auc_3<- pROC::auc(roc_3)
auc_4<- pROC::auc(roc_4)
# Imprimir los valores de AUC
cat("AUC Árbol", auc_1, "\n")## AUC Árbol 0.5841667cat("AUC KNN :", auc_2, "\n")## AUC KNN : 0.5275cat("AUC RF:", auc_3, "\n")## AUC RF: 0.65cat("AUC Bagging:", auc_4, "\n")## AUC Bagging: 0.47#cat("AUC KNN sin escalar k=3:", auc_knn_es_3, "\n")
#cat("AUC KNN con variables seleccionadas:", auc_knn_selected, "\n")
# Graficar las curvas ROC
plot(roc_1, col = "blue", lwd = 2, main = "Comparación de Curvas ROC para los Mejores Modelos")
lines(roc_2, col = "red", lwd = 2)
lines(roc_3, col = "pink", lwd = 2)
lines(roc_4, col = "yellow", lwd = 2)
abline(a = 0, b = 1, col = "gray", lty = 2)
legend("bottomright", legend = c("Árbol", "Knn", "Random Forest","Bagging"),
col = c("blue", "red", "pink","yellow"), lwd = 2, cex = 0.5) 
Teniendo en cuenta los resultados en cada uno de los modelos ajustados y
las curvas ROC, tomamos el modelo Bagging como el mejor modelo para
predecir nuestra variable objetivo.
Validación
validation <- datos2015Target_validation %>% select(target, distance, stroke, gender,continente, heatF, laneF, edad, heatP, laneP, pointP, reactiontimeP, swimtimeP, daytimeP, mediaParcialesP, medianaParcialesP, maximoParcialesP, minimoParcialesP)
validation$distance<-as.factor(validation$distance)library(caret)
pred_rf <- predict(rf2, validation[,-1] ,type="class")
cf_rf_val <- caret::confusionMatrix(pred_rf, as.factor(validation$target), positive='1')
cf_rf_val## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 5 5
## 1 4 13
##
## Accuracy : 0.6667
## 95% CI : (0.4604, 0.8348)
## No Information Rate : 0.6667
## P-Value [Acc > NIR] : 0.5892
##
## Kappa : 0.2703
##
## Mcnemar's Test P-Value : 1.0000
##
## Sensitivity : 0.7222
## Specificity : 0.5556
## Pos Pred Value : 0.7647
## Neg Pred Value : 0.5000
## Prevalence : 0.6667
## Detection Rate : 0.4815
## Detection Prevalence : 0.6296
## Balanced Accuracy : 0.6389
##
## 'Positive' Class : 1
## El modelo clasifica correctamente el 66.67% de los casos (Accuracy) y al 72.22% de los casos positivos (Sensitivity). El 76.47% de las veces que predice un caso como positivo son correctas. La especificidad es relativamente baja (55.56%), lo que indica que el modelo tiene problemas para identificar correctamente la clase negativa. Sin embargo, debemos tener en cuenta que el conjunto de datos en validación es limitado. Además, hemos de tener en cuenta que la tasa de falsos positivos es relativamente baja, el modelo captura en su mayoría correctamente a los casos positivos.